{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "743c1194",
   "metadata": {},
   "source": [
    "deepface是一个Python轻量级人脸识别和人脸属性分析（年龄、性别、情感和种族）框架，提供非常简单的接口就可以实现各种人脸识别算法的应用。deepface官方仓库为[deepface](https://github.com/serengil/deepface)。deepface提供了多种模型，模型下载地址为[deepface_models](https://github.com/serengil/deepface_models/releases)。\n",
    "\n",
    "安装方式： pip install deepface -i https://pypi.tuna.tsinghua.edu.cn/simple\n",
    "\n",
    "deepface主要提供以下人脸识别算法，具体对应接口为：\n",
    "\n",
    "+ DeepFace.verify：人脸验证\n",
    "+ DeepFace.find：人脸识别\n",
    "+ DeepFace.analyze：人脸属性分析\n",
    "+ DeepFace.detectFace：人脸检测\n",
    "+ DeepFace.represent：人脸特征提取\n",
    "+ DeepFace.stream：人脸实时分析\n",
    "\n",
    "总体而言，这个项目的人脸识别模型识别效果还行，但是离工程应用还是有一定的距离，不过还是非常推荐学习该库内部代码。\n",
    "\n",
    "某些网站会判定本文人脸图片违规，这是网站识别算法自身问题。\n",
    "\n",
    "此外可以看一看另外一个人脸识别库，功能更加齐全：[[深度学习] Python人脸识别库face_recognition使用教程](https://blog.csdn.net/LuohenYJ/article/details/123144785)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e72acdbe",
   "metadata": {},
   "source": [
    "# 0 数据准备"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "7e2c61b1",
   "metadata": {},
   "outputs": [],
   "source": [
    "# deep库的导入就一行代码\n",
    "from deepface import DeepFace\n",
    "import matplotlib.pyplot as plt\n",
    "from PIL import Image, ImageDraw\n",
    "import os\n",
    "import cv2\n",
    "import numpy as np"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c3a36083",
   "metadata": {},
   "source": [
    "所使用的数据集为网络明星图片，共五个明星，每个明星三张人脸，数据集的路径如下：\n",
    "\n",
    "```\n",
    "root\n",
    "├── images\n",
    "│   ├── baijingting\n",
    "│   │   ├── 0000.jpg\n",
    "│   │   ├── 0001.jpg\n",
    "│   ├── jiangwei\n",
    "│   │   ├── 0000.jpg\n",
    "│\n",
    "├── code\n",
    "```\n",
    "\n",
    "数据展示结果如下："
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "d24d0f9b",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAagAAACwCAYAAABaQPqCAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8qNh9FAAAACXBIWXMAAAsTAAALEwEAmpwYAAEAAElEQVR4nOz9ebRtWXbWB/7mWmvvfdrb39e/aDJSmSllKlOZkpAEqDM9w4VkQQEuSYVcBTXwKMpQBkMVyCIxMJDxEBatRVO2hJGwEEZmlFUI4YFkEAj1KaWyj4z2tffd/rR777XWrD/W2ufeFxldZkSmnpI7R5x4557d77PPmmt+85vfFFXlwi7swi7swi7sUTPzq30CF3ZhF3ZhF3ZhL2cXDurCLuzCLuzCHkm7cFAXdmEXdmEX9kjahYO6sAu7sAu7sEfSLhzUhV3YhV3YhT2SduGgLuzCLuzCLuyRtAsHdWEXdmG/5kxEvldE/sJnYb9fJyK3zv39IRH5utex3TeLyI+92efzKNnrvRdvpl04qAu7sAu7sFcwVX2nqv7E61jv+1X1t75ZxxWRUkT2RWQkIpWI/Pcicioi90TkP3/Jur9JRD4qInMR+XERefzcslfcVkS+UkT+hYgcisgDEfkhEbn6Ktf4uu7Fm2kXDurCLuzCLuzRs68BPqCqU+D9wBcAjwNfD/xJEfntACKyA/wT4L8EtoCfA37w3H5ecVtgE/g7wBN5+QT4Hz6L1/Rp24WDurALu7BH1kTk94nI9NyrFpGfyIs3ReRHRGQiIj8tIk+d2+6visiLOXL4eRH56nPLKhH5bhG5k1/fLSLVKxz/ORH5zSJyJUco2+eWvS9HHoWIfJuI/OS5ZSoif1hEPiEixyLyN0VE8jIrIt+VI6RnReSP5PXduUP/TuD/l9//AeDPq+qRqn4E+LvAt+Vl3wR8SFV/SFWXJIf0HhF5x2ttq6r/LG93qqpz4G8Av+FVvovnROQ35/fvF5F/LCI/mO//L4jIe15yb34xL/uhvN6nDcleOKgLu7ALe2RNVX9QVUeqOgKuAc8A/zAv/v3AnyNFAk8Df/Hcpj8LfAkpqvgB4IdEpJeX/RngK/Py9wC/Dvj21ziPe8BPAL/33MffCvxPqtq+wmb/IfDlwLvzdr8tf/6HgN+Rj/8+4BtfZtvfCfyIiGwCV4FfOrfsl4B35vfvPL9MVWfAJ4F3vo5tX2pfA3zoFZa9nH0D8EOc3eP/JTvrEvhh4Hvzsn8I/Eefxn5XduGgLuzCLuyRNxExpEHwJ1T1b+ePf1hVf0ZVPfD9pAEfAFX9B6p6oKpeVb8LqIC358XfDPxXqrqnqg9ITu5bX8dpfB/wLfl8LPAfA//jq6z/nap6rKovAD9+7vx+L/BXVfWWqh4B3/mSa30KcKr6MWCUPz45t8oJMM7vRy9Zdn75a217/pjvBr4D+C9e5Xpeaj+vqv84O+i/AvRIjv8rAQf8NVVtVfWfAD/zaex3ZRcO6sIu7MJ+LdhfJA2s/9m5z+6dez/nbEBGRP6EiHxERE5E5BhYB3by4mvA8+e2fT5/9lr2T4EvEpEngd8CnKjqqw28r3R+14AXzy07/x5S9PTP8vtp/nft3PI1Ur6oW35+2fnlr7UtACLy1ny8P6qq//oVruXlbHXeqhqBW6Rruwbc1oeVyF96ja/LLhzUhV3YhT3SJiK/nxSt/J5XgdPOr//VwJ8kRSqbqrpBihwkr3KHRAro7LH82atazvH8I1IU9a28evT0anYXuHHu75svWb7KP+UI6y4JiuzsPZxBcR86v0xEhsBTpLzUa21LZvz9b6Q81ad7PavzzhHuDdJ9vAtc73Jur3CNr8suHNSFXdiFPbImIu8F/jrwjRmOez02BjzwAHAi8h08HEX8Q+DbRWQ3s+C+A/gHr3Pff59EMvhdfOYO6h8Bf1RErovIBvCnugUiMiDlxH78Jcf8dhHZzOSHP0TK70DK9bxLRH53zrF9B/DLqvrR19pWRK4D/xL4G6r6PZ/BdXypiHxTJnf8MaAG/h3wU0AA/oiIOBH5hnxNn7ZdOKgLu7ALe5TtG0gkiJ88x+T7Z6+xzT8HfhT4OAm+W/IwxPQXSHTsXwY+CPxC/uw1TVX/DRCBX1DV519r/Vewvwv8WD7+L5KiJU8a1P8D4KdytNbZnyURH54H/nfgv1HVH83n8wD43SQI9Aj4ChJ55DW3Bf4g8Bbg/eeZkt2GIvKnX+Ne/1Pg9+XjfivwTTnn1JDYhf9X4JgUcf6vJAf2aZlcNCy8sAu7sAt7/SYi/xL4AVX9e2/S/n4H8D2q+riI/C3gV1T1b70Z+34zTUReAL5FVf+ViLwfeKuqfsvr3PanSdf4adVZXURQF3ZhF3Zhr9NE5MtJ1PAffK11X2UffRH5nRn+uk6Kcn44L/7AufePjInILrALPPc61//aXDvmROQPkKj2P/pa273ULhzUhV3YhV3Y6zAR+T4SoeCPqerktdZ/tV2RqO1HJIjvI6TcEar6d1T17hs91zfTslP+BPDXM2X+9djbSTVXx8AfJxFcPu3ruoD4LuzCLuzCLuyRtIsI6sIu7MIu7MIeSbtwUBd2YRd2YRf2SJp77VUu7MIu7MI+NzYeDnRnYx1IiZqu0tOHgBHB2W5OrcgqO/EyaYpzqQt9yefn/9ZzK+grbSOCiCACVgQjYPLfBtKyc+eattZPPS3h3FqSrgHh4aPKS9Y9v/7D5/ZayRnNx0D17Nq6f0XSdZ27xnQUIf+3Ou7qjml31pr3030eH973Q/uU1b67992RADQvu7V/yOFkKrzELhzUhV3YhT0ytrOxzp/7T/8TjEYMggVa30JQfPRsjYdYoygBo4pF0DxwikbQgCrEGECzE1MlqhI1ohoJ2UmpGqJCDIrGQKuBoIYY875EQAzGGYrCUZaOUenoWxgWhn5hKA0UxlAYwWnEqkc0EmNECUjU5IbEAALGgHSuKQ/4akAMQqAb9KMxRHH5DggilqgGUIIkXxAFVNNetNujJAeuQBCIPoL3hLYh+jY7EwUDYi3GWYxx6WUdGIMxFiOCUUU1QlREWyQEIhHVQNSIhIiGAOrTeprOQVCkc07Gru6jGAc41Ji0XCxgMEb4bX/pb/NyduGgLuzCLuwRszTQWUmDV2mEewcH9FyRB/iIqENEUCJIihCiGFBBVBFjCDFATJGMxoAiqEreTtIigWgEgyAqOdJQYhRUFEgOz2haOagSRXMAkaM5VYiKqk+OMXgAokaMpv0oIQ/ayZUoAhoRIoojiiBREfH5lAWVTtXJJAeFIcIqvFGx525ZOifFgAiR5MCI4JsabVtiSA7KS3K+JlisN1hrEWNQWyDOocYRAY0RozE5teiJGiEmJ6oaIIR83BRBPRT+SHK6hHSPMSZv2+RvGCTf/wAQ/cs+CRcO6sIu7MIeKbMI1qZZthiDNYZ+f0DTNEQFMQ6TowglOSQVg0oaTCVmqMkWRAmoaopgkqdJyzSNnyqKRCUGRbRAgicSiUaRoCiKqjmLtiKgQoykKEmEKEqE5GxCwMTk5JSYI7UM+qnkQRpi/lAQgiE5qKBARKPPcZRJgzsGRTCmIEZN5ywOKUyK1kK7uuaYt4mSL7BzUD4QYyAGjxIxkqI0FVBnwRiccVjrUCspQoqRkOE8qyHdWw3JgWqG+booVQQ1YNIfCEW+3ymmStfdubDs4GKOuETOYMKX2IWDurALu7BHxkTAmTPnlPIhyvbGGtErxhpUlKCa0CwVJAImRxTikC7CQUDSwKr2HORH2mcG3SAEoo2ggglCjAGJkqf4ChakcGANmC7KghACMUdIQQA8JsYUwSXXRlhlcCSfU4r2NEYwJkd9MQcmOV8USVuqT5GW2BRRWYOxBSF4jDEYhNjUSIyrnJBis4NKDtN7T9M2xJAguQR9JsdqrRLITt0KIgGiR3yKihRN16Ihw6ddtCSgOfJRTdGnyXezSzuRojQlINgU6Xb3XhXUkz6KOZp6+YzahYO6sAu7sEfGBEmDrygiKc2/qFseHBwhxnBjdwdrc6ajG5c7yC7nX1K+R0EjVoo0+ElyLKIxQ21pkFYFYooWcliEBo+J6XONAWMM1pWIyykeo0T1BIUQFSPplaKiuHKCKh1RIf+tZIjOoKZzYQo5sum4BzHDjwRNUZnpIsSA2AIpCmK+fu9DzhOll4gnYkhRV8rfhahI4YjqE8wXc2QXI0aEqIEQQUyG80x25jGdn8SY95Yixe5CumvBGIx2TsYgYs6IHJrc9Ioo0TlSzRGnRgjxjIjxErugmV/YI2Ei8r2fSUvo17HfrxORW+f+/pCIfN3r2O6bReTH3uzzeZTs9d6Lz6UJiSkn5JxMUEoR+mVB5SwCxBDzDL97JVhJMyEhRTUWcSXqHFoUSFlgqhLT62GqkqLXo6h6uKpH0evjqoqqKikqR1WVVFVJWVUUZYkrHNZZrLPZuZnsFCFkQkTsiBExEjKJIGj6XEn5qKgexRNiCxQp2lEIwRM1rPaTuAVpaE7bC7gEx/nWE9USJF1XzNcdo+K9p21avG8IvqXNkZMRg0bFuCI5j5iIDxrzucd8P2MkhoD69IohQ4LdNUbN15giKaNgM0NwFSWSAqVz3wopVMpRWSasqOTcFJk5+Ap24aAu7N8rU9V3qupPvI71vl9Vf+ubdVwRKUVkX0RGIlKJyH8vIqcick9E/vOXrPubROSjIjIXkR/PPXu6Za+4bT7GPxaR50REX8v5vN578bk0AQr1mBgwscVqm3M7LU4VowGJ3WCaoLEYc8SReXBBQI1BjUWtg7IAV2CKEuNKbFGlf11BWZYUZUFZVdiqR1kNqMo+VZlYe2VVZAdlUmRnLVibYDfJUQRKiD5HIoEQW4I2RJKTChoJxOyElBCVqCENzJmYkQb55AC8b2ibGjEWXI9oK6JaUEMwhmALzNolzPpV7HCTUPTxxhEzFBhUUBGMSdCb9yki9IslsW0TcklHPY8r2nficAQ0JEcVQkv0PhMsksOS7NggRWAPU/S7/FNiAEqKBSEGNHbU9Jip5emopqOxvwJn/gLiu7AL+9zY1wAfUNWpiPwl4AtITfOuAD8uIh9W1R/N/Yn+CakVwv8X+PMkYdKvzPt5/yttm5f/JPDdwA99Tq7qs2BWuwEOQKnEcG1ri2XdICEl+DVDTBpNyj/F5JSENDh3tUvGGGxHm5ZESze5NKcbE2NMMJrVmGA6G9FoiTESQqZlKxQacTYTAXJEEETxEazGTBlPOSgrmQmXOXvQlQkpGpWAR4xNS0TQkAb5FM0kVmATF2AtpuihZY9oSuJgDbu+i1YjMA68R8oeZjohhBOgxRUOMPi6STwFK/hmCT48nOsxku9DooXr+TqtTOBIFH063wOaAMR03imqS9mnzsnE7ABBYhclZTbkWeEaoml5x7J8JbuIoC7sc2oi8vvO954RkVpEfiIv3hSRHxGRiYj8tIg8dW67vyoiL+bI4edz19RuWSUi3y0id/Lru0WkeoXjPycivzkrLc9FZPvcsveJyAMRKUTk20TkJ88tUxH5wyLyCRE5FpG/KQnvQUSsiHxXjpCeFZE/ktc/PwFcdUkF/gCpg+mRqn6E1B/o2/KybyJ1Q/2h3BPo/cB7JDWbe9VtVbVR1e9W1Z8k57Bf47t4TkR+c37//hx9/WC+/78gIu95yb35xbzsh/J6bz4ki2JMwEjoyNgQAkdHEybTGRJDStrHgHiPiT7lX1Yz+fwvIF1Nj7FYm/51zmGdw1mLs+lz5xxFUVC4gqJIUVVV9inLHlVVUJQFvbKgcCXiHMY51NrkIKSDteQMAiNDfjloCDFkxwMhJIisy9Mk+E9ATYK+Ml08iIWqT7AOjCMUFX79emL9nR6ALaiXM2JoKQZjpOzjxluY/jDBjPUSVU0Rn/eITw5UxPBwvbA8VEfbEUM6f5ReeaoQ9dw5dmcPXTJQujxUB/kZObdOQM9BiYSQZxgvoae/xC4c1IV9Tk1Vf1BVR6o6Aq4Bz5A6nEJqtPbnSA3qniY1YevsZ4EvAbaAHwB+SFIHUYA/Q4owvoTU0vrXAd/+GudxD/gJUlvwzr4V+J9epa34fwh8Oal1wO8Fflv+/A8BvyMf/33AN77Mtr8T+BER2QSukpSeO/sl4J35/TvPL1PVGanh3Dtfx7Zv1L6BFHl19/h/yc66JLWA+N687B8C/9GbdMxPMasRm5ljqgkemtc1o7LCASZEjI/Y0MFHbS7CTQOnETljAopgUh5/5ZCstRjnMOcc1MpRZSflCkdZFlRVn17Zoyx7FFWFLSqwRYLfTKpN8pJhtczOC17xUYm5VChGCD7gQ0sInhA8TbtEg08RjitTzZJxaH8Te+mtyI13Ey5/IXL57ZjLb6MdXkHXrjBfeIxY4mxCr+pDaIn1gmgFu/s45eXHUWeJAqYoE9MwdmQNXTmcVCgLGMGYLreWX9r5qdUUYQVBpvfk4l0+JfpRSczEFGxFEoSY1jWZeCExPJRDjDF+6o6yXTioC/tVMUlUqx8AfkJVuzLyH1bVn1FVD3w/acAHQFX/gaoeqKpX1e8CKpKkP8A3A/+Vqu7lDqN/juRsXsu+j9TtExGxwH/Mq7fx/k5VPc4tB3783Pn9XuCvquotVT0CvvMl1/oU4FT1Y8Aof3xybpUTUpty8vLzy84vf61t36j9vKr+4+yg/wrQIzn+rySlA/5a7pj6T4CfeZOO+ZAJrOA9A1gFtMWK5+j0FPURE3SVh9KYZ+Y5isro3griW0kUGcGaM9hvBf9Zm1l6qQbIWouxFucKnHM4Jzgn2NJgS4d1Raa6y6qWqYsqYgz44AkhEEJHntAzEkVHEMg1UiG2qG9TvqzoI7vvYLrxJB+6fcwHf+nD/NLP/CI/+qP/kl98bo9m/TFmwbG/FHS4hQq0IVBsXCJogMJiqgIfPbYqKTd2EGtWDDoxHQW8uycZ+jSpGFpEMJ3cURdS5RyWmDPI9Aylk5xXyhEh3e4zwaVTi+iIE5IdXEexl0yaiC/vmDq7yEFd2K+W/UXSwPqfnfvs3rn3c84GZETkT5BaSF8jTbfWgJ28+BqppXVnz+fPXsv+KfA9IvIkydmdqOqrDbyvdH7XeLil+Pn3kKKnrnV211J7jdSKvHs/Obd87SXbd8tfa9s3aqvzVtWY2Y/XSGPPbX24N89Lr/FNMzE2OaBcI+OjIiqIFUJHLuAcBCWZ/p1hJtWASLFyUEqe9Zszp7U61rl1sGnmLyHX++T8iViTnJ8V8IFOJUGjZtgrkzZ8JAZNMk1KYu2ZNPCviAgmRSVdpGHUQDSwfpUHC2Vv70WsKZCqjzEVl/pDNh57jGntiSczmv4Wk8Fl+mFJKT4pXMRU37Q8uUtZDKhJmoXGWIxN9HIxCUZM6hWCGM2OG8QkQkUOsrLyQ44IUxoKY3JRbaezpIDJbD4xmRohiW4ukoumbb6PSX1Ccl0V+fvoyBod1eTl7CKCurDPuYnI7ydFK7/nVeC08+t/NfAnSZHKpqpukCKHbqS5QyINdPZY/uxVLed4/hEpivpWXj16ejW7C9w49/fNlyxf5Z9yhHWXBEV29h7gQ/n9h84vE5Eh8BQpL/Va275RW513jnBvkO7jXeC6nB/ZP/Ua3xwTUn2SJBaeiMUVDuMsPgbUyjl6MhgxXch0ViSaJYCMMZ2PybmeLtLpCNCyUqPoQi8lKTWkGiYDUqAUq3xTlk1YrR9zYW0IMeWaQiBowMeW2EFZmSouxqaXc6ixYAooKmLRZ+b7HByfEKKhGIzZn8z52Iu3ubt/iGkVnc84PnxAO19weHhE6waECPX8GN8sqQYjjBiieAaXnkQUghX6402KwQhbVhhXYIoCUzqkcEhhEZvrzvK9kuxMuxyTAMZIIq500c4qTO2sU81IkZGRXLyb7+On5plktVWiu7/y43DhoC7sc2oi8l7grwPfmOG412NjwAMPACci38HDUcY/BL5dRHYzC+47gH/wOvf990kkg9/FZ+6g/hHwR0XkuohsAH+qWyAiA1JO7MdfcsxvF5HNTH74Q6T8DqRcz7tE5HfnHNt3AL+sqh99Hdt2hJEuN1eKSO8ljuXV7EtF5JsyueOPATXw74CfIpEu/oikFt7fkK/ps2ACxiI2vYyxBIVF6xn2eiAQLagVxNkMQdkk0WcNYi3WuuS44MzZPJTc56zAV4Qg6eJiZqx1xDIlF9+KrpZ1rLQ0fksmHZxFaYm+neFH7SKGDvIyiKkw5QBbjaCosIM1bH/M8eSIO7fvMK9rnn32Re7cvsPB4T7zqEyOT5gdHXOyf8DidEI7mXE6OeXk5JDGtxRru9jeAF/POL33LLFtGO5eYX33Cq7Xo7+xjR0MU0QX/EpI14hBXJXvX+ekZAUJisk8B5E0WcgQqKyWmzNX0+Woct7QKFi6V4qukhJ84vyJyupYr8biu4D4Luxzbd9AIkH85Llx818D919lm38O/CjwcWAG/Lc8DDH9BZLD+uX89w/lz17TVPXfiEgEfkFVn3/NDV7e/i7wtnz8U+CvAV9HGvf+A+CncrTW2Z8F/jsSFLkA/uuOJq6qD0TkdwN/g+Rkf5pEHnnNbbN9jLNo8p/nf58EnhORPw18tar+jle4jn8K/D5Sbu5p4Ju6CFdEvgn4e8BfIsGV/yvJgb3pliKglFyPJmJswdbaWhJ/7SSQcrEsYjDGJZkjY1dK2Wmd844mMcxCzn0kxllyUGo6lYnsZDrFiZCEYenUfWL6TLzHhCz/kwf7LqoSBJN570nBIgm9ks/PWEeIAd+0YMDZHq02PP2JZ/AYJsenTFtluLnLMgqXrt5gsr/HYDji5OSYS+MbqA/MTqd89CM/y5VRxVve8S6kremv74Bx9NY3MCjl2gZSz5HCEuJlFscHnO7t4ZcLjCSSp6SToFMjN5LBOElKFV0WqVNj1wzXEV8aFekZhRLoklU2x1am+zIgk18UMFkW6pVDqM9ay3cR+V7glqq+KpvqM9jv1wH/QFVv5L8/BPzfX6vgUES+GfgDb2bx5aNmIjIF3q2qz/xqn8uvJRORfwn8gKr+vTdpf78D+B5VfVxE/hbwK6r6t96Mfb+ZJiIvAN+iqv9KRN4PvFVVv+V1bvvTpGv8H97Mc3r7zev6PX/8/wakiCbESBsii8WS2XLB9tooz/STgwrGosYlByCCWotxxUpsVk2CrVzXs2mVg+oaXrAiAHR1SOTISWJWcuj8TwyYEDB+ifgG1y4oYo3VgPENzjcQaozETMKwqUA4s/6SyoWnDUpR9vExUG1e5bSt+Kmf+zDr4xH39va4+ta3I8WA49NTHIH2cA/XH/Gx5+/yrvd+CRtbW/z8z/xbPvBv/3fe/Y6n+Oqv/1ocNVcff5Lx2gYaGpaTY1xhqY+O2NzdTioaJlHh2/mS+f5d4mKO9Q3WCAZFQ4uEVJSboiKfop/VDWAlTdTRyTuIVWyKwApjMNalCAtZqUxorv/q6sA0JthTc/7s//D3foxfvnP0KZH+r/kISlVfF8VWVb+fxAx7UyxTb+8ATwAtaVb7e0jJ87+sqn/l3Lq/CfibpNzITwPf1s3WJdXrfEbbvsw1jl7u8wt7ZRORLydRw7/hDeyjD3w98GPAZVKU88N58QdIBbePlInILrALPPc61/9aUnS2T2JNvpsU1b7JJwZSFOego0g7X7D0kbLsY8t+6gfVRSSm6y+UHFI0gjFuxd4j06kNZ46JDEV183aNDxMnQsyK3TG35yDP+iMQkyAsMSSKNGByfU9S7rYrGreYVMOk4la5nXpZ0xtuJniydQR6PHP7AdP5EmsMk9mcan+f/nDI/p07lGXF4uSI5cEJrSugbfmln/0pnvnYR7l58y3MasPtewfo9IDpyYyn3vEOBv0e8/mc6XwGrefe7dtsXtokaEtRVgzXd1m/9BhxuWB58gCtF4iE5KRiIoOoBkzsAqHc4kQ6WI5MqMiTALJqhEha1eQ6r845mRStkgXlxYDBJnV1k2LOl8Zjnf2ad1C/ivZZVwZ4Hdte2BswEfk+Us3SH1XVN8KEExK1/QdJsNuPkHJHqOrfeYOn+aZbdsr/AvjrmTL/euztpFzbkFS79ntU9e6bf24GZ0uQsIKXBgNhWQdEDL1+HyPJQenKCeSGfzmnpGJWzqhj0KmcsdIS1dmshkTppA9IGnIiaciMqxVI+SYDRnPORLtWGmlbg0nQodh0LkYQUyCmBGsRIm1To66P6w+SU61GHM0iz9/ew43WuLP/gDv3HxCLku3tXdrGc29vjzv3bvOup97B+95yg9hO+fjHPsxoMOTqjev0rKOwJXcOjzi494BSYPvaJYbjPj3tI6UyP5nywtPPM9gYsLa+wXz6HMdFyc6la5idbcL0hLicZ2q/SUW9UVMTw86fc8ZFQc3quslkiLStnNHMuxt3jtDSOTNFMUZT1PtqCSjeBAclIr8P+P+c+6ggJVWfIysDkAbzDwP/J1X9ZN7ur5Kq5teBTwB/TFX/dV5WAf81Z0WU/wj4U6r6KZi3iDxHGsB/hfTDuamqB3nZ+0g4/DXSrO8PqupvzMsU+E+BP06aSX4/8EdUVXNNzF8mVe1PgO8iJfaLXKMDn6oM8G2ZZXUkIl11/49yThkgH/f9wL6IvCMnvt/Iti+9Fwp8gao+nSHWJYkB9pXALwD/53OR22/N13QlX/s7gf/xzYK5fi2Yqv6BN2k/c1IB768JU9WfBTZe8tn7X2ObvwN81p2tCDgngFsNbklp29Cverhch5SckqycgXKWl1Ijq32dn5l3cJ0SMaYjNJwNrFGTQ+ycmciqNDXllXxS/7bWglqM5qaKYrFCYshJwGjAGEmRU9FL8J4Gpm1Lf/MyjbGZWGE5PTykKhwny8CsbmlC5NnnX+TO3gEicPvePeZtzcbOBs3shF/4xDNcv3KFm1euElGWkxnH+w/Y2b7Exz/2cT768U/w9jinHhWMdq/j1TDe3MSHmhdfeBFxe1y5touVSFNP2Lx8iXF/nHNvpPNHM9HhjO6f2ClZNT3d3RWBossLGsmNH/NyOfNPdHJKMX8lqWdi7r4LD0Ww5+0Ns/gulAE+q8oAr7jtK1zPS+2bSVHXDglq+n6AHJn9Y+D/DWyToJtf/zr3eWEX9tkzEayzuMJiC4tzlmHVw1qH9wFblLiyUxkvk+qDS3JESQnCUhXpVTqLs4KzgjVQGKEQ0sukvlOFyZJHxqyKeW1mtFljccZSWEdphMLldV0q5jWS17OCKXuYcpQEao1FTYW4Prg+WvSZyZBjX9JQ0mpJYwpa4xDb49LlG2yN1/HeM10smdUN9w8OOZnOCCFw/fJlaBp+5YO/wt37D/jpX/4Qz966TYlS2shiOmMyXTJYW+e5F+/ywtPPcO/5O+zfep52ekho56yvr7Gxscmg6jE9nHH/+bscvHifu889x+HJHnVUcAVKREqHKUtM0UeKMrMjBWMza9EYjLBS6OiKfE2up0qOJ6bIKrFRuk70iCSn3hXySt7PK9mbBvHJS5QBROSryMoAefn3k6rTgaQMcG7z7xKRbyfBCL9EGlj/H6q6l7f9c8DfBv7L1ziN7yMVfv53cqYM8LteZf3vVNVj4FhEfpzkkH6Uc8oA+fjfCfymc9e6UgYQka4e5OTcfk94WBngpXTqbvnrURV4pW1fj/2Iqv6rfM5/BjjJ5/v1pMjsn+Rlfw34E69zn6/bTGXUDAqsLXKiudMhk0z6ydO2VQfSjCB0byDPNF8OBjifU8jYtiSI6NzmZ1sKD6EJ0gHphk+FI2R18If2s5qRC4jYfDzJCgYmFzxCiHGlUND1COrotXm6uGKLnT89zuVIVvdmRd89JySaT2gFMXVnqaszXR3KOMXaAmMcITaI5KQ9QtsuiaHB5hxOp9atEoihTd+VcRhJSX4jCebyvsV7TwyRwlWEEFANhJB6JzWnS+rJ8uWnxK9hImCdSwy+9PVgnHDz6mVCiJRVahkh1p7bJpMcbPruHx7wUt2T0tU/RWJu1d6Vl3Z3zZxL6HeqD5CiAktEBQQHGhC1EAxWHE5SixBFCEGwtgBNxI3GQ3Q9JiHQtkrrW/YWnlntMYVnMl/SeiE0LbN5za2DQ/q9HpujNcqiz+5Oxc7GmP3TKQ8WDWVVUfYa7j7Yh7bh8taI1rfMF4GTyYQ7B8c09YK3Xt1l7/CU649fQ1xFZS3rozVeuHuXw6MjNtbWOZwcM1kec3S4z9VrN9kcjVnrD7DBpzYaoSW0fvWMGyQnkDRFqbmAyQhZgPdTC6H13G8oPedn97uDBRM8+/LPw5uZg7pQBnjzlQFebdvXY+eVAaYicki6tmsvWaZyrmfSm2VuaNn+LU+wuf0EIQYafwqhSYWNraJtSIrLbbvqpUNIBZbnlL/o+sh0D74xBoxL/6bzz3UcWR9N0mwY0g8kqVKnwbPDzktTYo3Lg5piCoctUjLbWguENPMjFTJSZIdkLcYWOFeudN0AqqpHWRYUJcybBRtb2xRln1ZrCDV9V6bEu+lERg0xKDHmDq0Scc5ixKK0BN9ACIS2xTdLYuPxoWZZL5O+WtZ5C1ERsV0n8VTnkq+1LB3VuGF98zqjtUscT56jKncYbd3AimP/3nNMT28xqCyl61MVFaPdDYJdsJzeZzmbY+2AtdF1jNugLB3r2wPu3bvN5PiIg70Trl15C0eHh8ynh8ynU0ZrY3757/27N/bc2K4eJykyCNCvEoU8daBNOSekg46ALkkvSYZI5Cw/JNYQiajJurLn6qHOhkoAQxLYTgVPOcUCIokIkbvsigY0OsSVSaxWDaoQNDkjqQoCjtYrJ0vw9ZKq5xhs7fLR+zN+6ZO3aKNSGcOoP2C916eezXni+k12trbZOzmhqT0h1LS+5pkXThiN1xiMNqmqilF/gDXC7QcPuH3/Lte21ymcoQ6RNipP3zumbpVRJUxnMzZ2Nhn0BgxtwaWdS9zeO+SDv/ARdjaGXNoeMP/kLebTGddvPkb/+mNICEho0RiSAgUGo12+6NzkCUMnyLfS9+PMQXXMyJUZs2Kiny3rZhMv76HeFAclZ8oAX/5pKgP8JtJMPorI0bmz7JQBugr5160MICKdMsA7+OwqA/y1fMwjEemq+/9FXv4eHlYGWOU65CXKAJ/ptq/zOs4rA4xIcGqnDHDj3DJ5yfW+KSYiFFVJb9BjXi8wGIxz+CakmpOYpV+sSbPemAeSTk05P/Axhoed00vDoZXp6rid0wJdOZGY8XM5B47Hc2XsnRPsHKK13WAGTlwOUCRHGyCixJhmmN7XOfEbVzPLBEk5RDxRPcY4oklwhwImBwExKmI0QSQdXTpqmrurEFsPRrEUWOvzdcTVOafzldXf6V8Ah9ICBmez8vbq2hIDDizGFBTOJQUE73FFgbM9YIESUoGnNqndePQZrkkQTtMs8b5J/Y3OF7u8AUswkCBiE79rFdHKqpU5KGJSkW36zlJjcSHmjrJZccKY/J0lSnOBXd2nVISby5xyhLtyUOey+4pkSSGDmkjqmeQQiqQLmAVh67bFuYqZFhxrwZ39YwpTcfP6NkezKbcfzHj+ziGzpqVX9hiurRPF4AdjqsEabrGgqObs7F5CbAFEnr1zi9v37rCMkcnhAY9du876aERdL+kPhiybmhdP5tx8/AnELUDuMlu2fPjOPjc2hhhjqFUZDGoGgwGFb7l+7Rov3jnkYy88YG/S48rA8vQnn6MsSkQdb93dSFzETBU34pLiutGUEOwKkDVNDvScg+oKktPtO6Pyx1xnZs6Ft5ofVM3f7cvZm0GSeC8p2f5b3oAywP+Ll1cG+FnSdXy6ygB/H7gE/OnXuc1LrVMG+BFSYejrVQb4ORLN+A8B/0le9sPAfyOp+LJjd72cMsBnsu1r2e8Ukd9IEvb888C/U9UX83X9DRH5RlLB5R8mkSXeXBOoBn0iii0M4kqiTzUUMXjUgHEGxBJbTTprCSPLmF2SWQG7ch7GmDxAyyoq6gawbuBWknJ1jB319xwMpEqIAQmSpF4ytJUG7rTvbt0QYm7XUJAPedbOu+ugmh1hyh8bmrahqPp4H3AFGOuwpJYHIeQeQOpItF1W1fpdDY51KdlvTSfCKRhToCYg0QLpHH3wxCD5uJGOwxt9yKKfgm8j1ishRJwrU5I6pg6pxjqKosTZIsOVmsgHCsYUlG6AmFOsNYTocaTz1RixViirNIDWzTJFFUIerOIb8lHS3dtMPFhRm0n7765tNUvP26kRTEyNzi2BlRvTxPaz5MjKtKkEWNwq4W/PQaKpPPj8JZxFYwkZtKgzxGARdel8/ZzG1wQsB9OavdMFzz+Y4EV58uY1Xtw/4WheM1u2lP0eWylDw8nplKaJzBeeoiio64YHR/uIRqregKrqYcfbvGXjEovZCadH+xyenDAsHUEjjVemixbrLB/4pQ8yLCyXt3cI0XAwmfLs8ZR58FxeNKyPF6xvrNEvC8ajHk9e3WbvdMre0YKN/hqTgxlPzY4J8zUePAjcvLSDIU1qDB584oZFyRR7DZ0PSs9ORhpE04OgdLT0Dn4/U5cHEGMIKOdWeNnn4c2IoL6BC2WAP8tnQRngtbYVke/J6/3hV7iOH8j7/yoSi+9b8vr7IvJ/zNf1fSTyxM/xWVAG6NoYBO8x4vBBsVZwhSFGA1ZXMymDYGKOmlbtE3gIyutmaYriXH58M5TTSa3ECFhLVMVJqpLvoqkYk/PqRC9jxsaS48gSNvnHVZQlaHIQXkNWCEgwoQ9NTpLbPAv3RBUMKf8UQqAoUgIdn+RfrEuSMSH6HCmxSv4jgU5DLiWdHSH1h01QJI4o8aEfeZd/ShFcVjTQSOtjFvc0BK8ErxSuSvvJ11uWBWXRQyhW+S2XvytRi4hLbRiMpggwdsWbijVn5wlK2zSEkAYwa4o39LxoLs5N85OUnF8FvA85qLS+4Xx+JEc+qyJSyZVK3Uy+o5BLpoSfr7/JkwEh6/B1bQbPcp0xxFS3YxyYkFQVJNKqxbsRL9w/5tbBkufuHdKEwPWbN3lx/4SDwyN8EJZ1SyBR3Q9Ppwiwsb6BBk+7WHL3/h7GFWxsbnO0XFKfHjOsHFtbm5wsPG2w9HtDjIXFdIJxFWUVOTzc52SxYA/P+sYGj9+4zvDwmOfv3eV+rUzjkkuNZ7qseezqVZ5++hZb2yOu7W7w9P1Tnr074cmrGxydtty8Zri3d5/Hrl2ha2em0WI6tQnaPKGzaEiORSRkSDQX7WbP9RCIKjmilQzhi+T7n1f4bEF8mZ76/tex3k+QYSRVDcD/Jb86+8vn1l2Sclnn81mfsp/89xMvc7gXSYPz+e2+l3OaZdphImd/f9u59x74f+YXkpQB7uRczXl6ebd+/TLXc375/0aCHF9u2RvZduWYZPVt05xbZf+VnFd2gm87t+2t/HoTTSl7AxJ83STV5Uz/UQU1ihRFfoAVJfX+McZhQiT4hBZ35NUgLYEWMZLyNz7ixOUOnzniElD1qCa1gRgTk6ijs1ojOYLICsvRphxF9BhTYU1JwGOtJYpgXIEahzNQ0EVSBnUGEyNWbGrHDQQCatKrbVtGY4OQoh1jAs4NCerAeNAWIUn6WCBGl67TkPr9kCKaECIBT7RKDJIHjSSlgweCnMGUuWFe6gEUKZwBbwjxBOMihRmhskRjC9HgXIV1BufKlOgOiglK29ZEE4EAMSsJZCKERsFaAxKIUuP9jBhqNChODO4NOqio0IZIYVLr9m5Asx2tvLNcu3SuSevqmTtbRTNlWun6ISlnA6jJ+Y8VDaeLkjqaeXZ6RrpJfoaA05MDxrFsIodtj7tHE+4eBU7ngZNly8bGBtNl4MHhMSfzGUXV52S6ABUWywX9fo9+r+LByTF9P+b+3iGudIRmyezgHv2qDwK39x7w/N4ez99+hlKEtariySfewvqlx4ntkr6bsRYjRW/JyXzGh1+8xRfdvM72zi6Hsxkf2XvAIirPO8sXXb3Ek70x03oPPZnR6/XYGvY5PGo4OlpwUijLpsVVBViHREOUkCJrcQktEEFCIMQEUQsCMUGvaiRPFMBoirDRuPraFIg2h9opoZvxDnkl//T5V6gr/54qAwDvIhEt7r3WigAi8ttIEdkC+C9Ij8gby25/yjEMkAQ9rc0uIidVrTUr7TPnSlBHRIghQkx01UhMDKyMdZPrR6Km7bXrQgoP9fahk6iJ4FaRUcbo8nl1em4iBWITbIU0qLSUtkcMipOC0gwgJPpyIFCUWcg0OErtU7gqwULRI77BmogNlqgtYoVWPW0M9HuGIB5wqagz15Zo7GRxugE0NZjrWHqS23LHnFA2psCYEki5Hw3SjRQrmDDGVOcTNYI6fJsa41lbUS/n0NYYTbCfNWUiWEgquAy+JVpBM2yHpsjB2EjwmRyAxboSawtiVu323lNmodY3Ygo0PqAFFLmluCO1cUiTmrSWjXpuTJNV4j65j+R4YufBVFfQXRcRqXSAXoaluuNrYljmJGl6XE2CQMl79ihqHPMYuXeifPD5Peatsn88YX46YWdrF1cW3D085mS24HQ6Z6sYoJoEV69c2+HgwT1u37vPcDwi1C298Zj5Yo4rKiJwf/8AvGexmLO5u8Olyzfo9fs8+fhb6NkCv5whAcQGXDVEW8/6xibz2ZT94wm9ouRd7/hiYvU0H7l3j9O65sXTKcd1ZGksp/vHWCLL6Li2u82gBOn1eO7WA774HU8m2NdKri5TVBwmaspFdW1JNE0CMLk7cBLyw6pkx2NydHU+75sirVU5rzHEHBW/nH1eOSj591cZ4HeTiij/lKo2r7V+tq8iRZklqYj6G1V18Wael0IeGE1iOPmIs4ao4IwjNBCNTRAC4G1J0yzRkNoWCA4LaIgZlgkZ8su5Ce1mwOnhT4O4Jjgiz9C6E+kAh1RkmVhg6YfhESyiglGHlYpS+jgzoGdHVGZAW6fCxd7Y4k2NVSjbgtgoYV5SVMPUYRWDi4oRT1k1SHQE9al1BAomQPCoJjKEZqbY+Ryaroo8BSuWQIfdZ2q0kJLWUTLzMXVr1a4WJceKoqR7qBWhDcynC/q9IcvFMfViQtvUOFvgXA/8MlGwcy4thIhx6c52hC3vI7PZnP6ojzUFGg2FK5lPFqsusRibJw6feRIqkRcMXg0GmzJKkp4fR0wMM5Our2Pli2iGBDt2Xlwl3ruGeGGVyk9ff/c8GFLuf3X8mCC+mNMjgiDxzNERlagF06B84t4RT9864WgaqBcLjg6OuXblMrbocevgiGm94GQyY7y2Rh0UtQbnHPv7h3gMV288TlClaVvm8ynDtY0UubctqMGp8IVvv8J4a53WNyyXS3wbOJ2eEpsFsW6IvmYyn+EDPPnY47iyZCRw/+5zTB7s8953fwnXHzvhx//dT7FoPB9+9kV64xEni0MujfpsbW5SWnjs+g2wwnE9Zef625PTMTHJOgESI0hMre6DIsasCp8lphjUkEkrgIQ8HcjOSZX0e1ODmnMF1WJZlXy8jH1eOah/j5UB/mfgf37JZ9/2Gtu8n9cBzb4xE8qywljBKphCkNYglU1wFWCqPqVdwxihqRfMpycsl1OiSdGDhogxBRIioinyUBLmzbm6C1VFnF3B2cakfFFXA3Oe3dYhDNYI1gkmFkhbsD68QiljvBeMr4hLw+myxjceFctg01IOB7TLBacHB4SmxQdLr7/JeP0K/eEWi1lEiwVrOyV2XtErZrQmUZNF21RDEjQ5T02z+I5dmM4vXZ/m3IrggKQvF4U0szU25Xq0wfs64f95AFiRSUQojcOqENrAYrZgfXNECBFdzmjbJc4NcEVF09apjQJZnDsKIYDGDjV2oIa69vjWY21SEHeuwEiDMbo6rrVn+aHPxBShEUNBYt8VJHVwn/cpqjmayjmjGDKJQXKUrAmC1U5UJ+0zmDwZwKxUuhElZPJHgqrSgBpXUt3dwxKxrkpsxSYwa5Xn9k/5yJ0pe8dzmvmMZjljZ3uXYrjGB59+mvmipSwL+sMRg/E6Td0gAVxRonXDaLTJ8XTK8ckRrugxXlsDhOl0im8anrj5BOtrqXj3xRdvs1xMWS6X7FzaZby5jtU1Tg4OmE9aNq6+hY3RiLVBRb8qCJNTHn/ibTx360U+8Isf4Eve9iR/8Ld/Lc/fvsfh6QltU2OrIQ8OTxh64QufeIyN0Tr7xweEaPjwc3f4ii9+GwMTECLqA8RElDBRCCJESe3uRTMxSZMSh0FS6UNMdWOd888M/fzdxSRV1TXkWGUnPtU+rxzUhT1ipoKzxYrkEGKiIqumAbgoeqyvbdErthCEupkzGPR5cHALXS6JbcQ6UlsEHzKkHc8YdTnxGk0aoM25WqkQwmpmliiwuVmcKIVJOZzCGiwFhoJBsckam4Rlwfx4wrJZYE1J29Ys6lM0KJN9GI8HaGjRmBLbs9mSI4644+7z+Nu+mI2tK7RLZbqn0BjKYUGxsYHIglhOMTZFcSk3ZlYMQOhm9Vk9W7t1ugR9QKNFYyJQiCT5HEgsPdUztlnX28eHgPcRbSKz2YLdy7sYU+C0IbYNFEOKokej03Qsl6I16yx1O0PE5JbqmlqZKzSNZzgckDpfWBRdtVKPGs8o4Z+p5e8z2tSwMEjqP5QyYjYzCZPStuQ26sSzhHxUJRJWsK6YBBMSOlgvO1NY5bS6cga6aEkjkS48A4zFm5KgQtvC3tGcD3ziLse+gLKkmQRs0acab/LzH/ooy7ZlOBxTuFSrN5nME5RdFLxw9w5lVTI7bjg5PmE8GrO9vcXe3h4H+/fZ3trlHe94BzFE9g8OOJ2cUlhLUfbZvXQ1F0VbehtrlGsbXLUV9WzC6fEDrArLyYLN9Q3WRyO2r9xkcrjH/sFttgcjfvvX/HruPPscd4+PkWvbDKoePsKVrW2qXsWynnNle4PNAkIzQ0brKaJXT5Rcw6QRbJ4MxZjJEWd0825iYBKkgSfJI6XUrWVVXp0eVlbN4v99yUFd2CNkAuLK/NC2REkMtzTIGipXMhxsULqU+DdmhDGOUV2D7tOwTD+AFlxpadsm165kJyTkQsIuYkoz5BDyxFdjirJy3Q/GYkm5r06qpqRirbhGFdY43ZtxeHjMdLnA2h7GFTTLCdrOcGFGXQcW+yVr25co+iOq0Qg3hNlyyXQ25cH9W9hen8F4Ex88x0cL+vMe1bxitDOg3Cyo9QBrFdUsKio2ZUckQGzRWKQEdGZQJXXsHhpr0JAGiGiwscSYHhoCEgMhtnlQFcQrwQuFNfh2QSFCnM8p6eNsha8X+HZJFT1VVVGXFT4s8UYpAxShook9glSEMKewqWg5RkNd1/R6JTF29WWphKA3qHCuxKNvyEkJkvX2XG5G2DmWnIPSiJqYILigtHQQ1LkoOXb5vNR+vXsW9VNyHTm+6ogPGruPyDSI9ExZQU1EVJgtAz/37B7PHUyZzWvWBn1msxmj0YgPfuwjnM7niLHUvmFZL1lf30iszxg4PNjHawTv2d/fZzAYgsDHP/4JBOXa9Ru85Ym3cnpyQt00zBdzdnd26Vc9QvDUy5qNrU1cr0Jtwd79eyymU4ieJ556nOFgnX5VYLoyjmbO1RtvYefKNWJc8vz+EdevP8b1xx+jrqc82L+fYOR2zv7kmO2dXb7sfe/m0npFryyJOa8bCGiTCSfWoQFclyPOChuq6fcWYkwBkabSjZi/uC7ilfxMa1cwbVMpib6Ch/q0HNTOzo4+8cQTn84mb5q1PnD04Ai/bPE+5FlxnjFlWmp8KBGethNyvsKcuwF5urWiLOuZYGFiqhg6cUPJyWNjBescrjCIM3gfmJ0uaBufB0ZdsY1s7o1iTJqNGmcxhaM/7FOUDnml6cIjas899xz7+/uf9kknqnZBlAYIGAvOFR0bmqpMfXvAYKSgLHtotGytX0E0chr38L5BrEkRUb6fhE6Z+uw7WqExOQtDjERRrHFpsDeCmFTDUdiSvh1SxB49t4Nt+kxOFxydzKiDYMseIi5FBAjNsqVeLiiKMp27WJqYjhWxlKMBo94IpWS2rJGyThR0DJNpjYY+6pWhL3Dra2ivBhtQbZIDNVXOR0m6MQjGmpwXUoQUTcXcO0ezA5MMg6VZdSQGiDHgTIkpBPUJs4pBaBuPRpMclBSE0OJ9nbYFgkaiSdT84AMaAElRWJoYOHwomE6nDIc9rLFpoNHkRPqDIWCTTJF5Aw7KGFxZYY3NHVjT7LprOpgKoRWTociYSwM0nlHKTWZVJhURza0eBDpB2Q7LI5cVrCCmrh6OzD7LkwgMRoUoBfcmLfdO5kQVmqZhqpHj01MmixnHp6e0EYajNRrv6ff6TBdzvG85Ojqm6veIquzfv89gMMBay/7BIevrGwyHI65cvcr+0REGpT8acvXmTWbTGcfTKaUz9AYDTmdz/HTKvF5CjGzvXqEoEhlpPpuxmArjQY+ysqxtbrE26hPbmqOjA1qd8/zdI9p6wtveeoP3vPd9PNjb48HePutbm1T9krJXMBgMca5ATMof62BMiFMkhFQHRSIi2a5e0HT5ULOCBFVCymnmppCpuDlRg6IYJBjU5rrE0JV3fKp9Wg7qiSee4Gd/9mffeBj/Ok3z7KdtPD/54z/HT/7IT3J8+4TlPNCvCkQDi7pmNl9St57We4xLlfghBAprKF1yQIVzD7G9VJWiKME5nHMYVVwugkwClHZVB9LrWVwZGG0MGG9XrF1boxqOef6jt/jEB55lejTBRkO/qJIDkqQnNh6P6fcH9NYrtm/usHV9m3d8xXvY3tnEdcwhw+fsfn6m9mVf9mWf2YYi9Ho9pos5ECgKm9h5IaRnXBN1uayGjIYbWFOxXC6ZLyZYq/gwZz4/RCUixhJDUlxAJLP74mow7BqiiRFcdnqpUFNps6PpW6EohEoKqlAxZJvlyYjWe2bzBbPFAo9FJaKhpiwKelWfAkWrElcU9MdjTH/I0huK/hg1BfO6xfYSRb0Jgcl0yrDXx0bFFj3ms4bYWowfUCwN/csDQnWKuEWmxDsMFituNeDGnNzvWHkP5dpyDs05l3/YBvUeIhhNDCurAiFr0LkEx8UI1jiIZMekuMJRVhUzv6BpfZpgKQl+lDTTTYW+lvmixTibJwtpUDTi0BhxZYVI+s28Il7zuh4ZwRZFInxoV6jNivwQ1SAxkR6iRqK65JxVIQNIqU1GUtCD5Jtifh5TSUJyeiY1Kjo3e+9o6EJ0JUhB0OQYbRRO5wue358yXwYm0xmLxZzZactsPmW+mLNsGja2dlfEl6ZNDMdmsaSqEpW/bVOxbr8/pKp6bF+6hqDUdc3pfIrXQPAtS+/ZPzyiXtaE4On3K5xYbFHQ+MhwNKI/HBH8EgIc3z1ARLl+9Qrjsk/fgITA/HSCiKcqCuz2LjMjnB4f8rFPvEA0jqvXrlEN+kyPjun3B7nRowECEjyqFmMr7GCMjwq+SQookntgiclRaoKbY/4aJHYQoHLWUzexAFU1K3NkpfTMYH05e6QhPs0Xc/fOHp/4wEdYHE5ZLupUA6OpK2PbtoTg8d5nuZwWhSR/Lyl3oaq0IWKdzbImstJ7K12qlm6bFnEO5wAJhJhnn20k+iXDoWV5OsWYmrI0lLbgsSd28LMJt55pmezPqGtl3giDwYBBvyIaR90GFg9OWNQLChU+OfgE/S/7YkZrg9zu+NF2Tm/EhCSc6UMDJuQBLDHCjAgYy3C8weWdxynLAcEHjCuIElk2Sf5l0U7S9+pJuYXMj9A8Ee6S8zF2TD/FmNQMzWQ6sSVJs7hg6YUeZRwSm4pZHsBPTyccTg4QmyLgGFMdkbaBRgPDssL1SsbjMYu6oV4u8K0gtsdofZ1oPLV6TDHA9fsQoF7OGQzL9CMUw2zeILHCNQaJQn9rSDEuWZrJKpVPTDJIXaRkjM35Fs0zzVRkq0AUTW0ejMX7GolpvwClLZEg2GgIvqUa9rCmIPiYZsYC3nuCxpR3si6pVUjEx8zAklzkG5QmBFwu1KybluWyzjJJUBQFbV1nwoRNkOUbgfhEKEyaZBo1md6dJIzUSM4lpd9uNJoYmtGAldUs/Cyq7gY9wUjMkVjWmepgw24ioIlyDprJJhBDkxy5q9A2MK9b7hyesH98zGwx43RyQmwa2rZmtpjR7w2IwTObnjAYDlA1tE1DryqIUVnMpgyGYy5du4lkzcnJZErd1mxubnL37l2qXg9jwS9aNETa1uOcpW1almFBiJHx+ibLekFpoSgcxjm2tjepCoczwuTkgCUwGAwRk87BqlJVlvHuFUoj+OWMZ1+4z2I24erVNd76hV9AE5TRxgZRu/rDRFLyYY6UJfR7MPMrFqxKRjFCwFgh5h5eKkkpw6hB8SCWrsREMAQMqpIL3ToH9vL2aTuoz130lOY1jfd84mMf5+juHrOjKdNpzcbaOqqeEFs6yZmiKNCY6Mldk7LQNPioq/oYSxID9d7jXKIw1029ClfTQCAsl0ucc7Tep9loaVEfCHWknRuaWWB+Mme0M2T3+hoxNtwKkflxQ2wN01mNKSt6fcAYRoMxCHzyI88x82kG9c4veydlYfIc7/PUSYkQosf7JSpNjlwdzlkEQ78/ZH1tk35vjHMlDUvKytELJcPhgPFinbad0S5qhCViHMEr6pM+ne3kjOgmHZkunmYqieJOikasCKYWjC+Jyx7B9DD9ktl0j+liRlmkqJrYQPCY6BGv9MqKYa9kfW2Dfq8kaGSyWDCdL1jUM5bzCb3RBqXps/RCiDDq9Vmc7nFyeEoxWKMse4gos1qxi5pm0jA+LhlcKWC9hDISTCBoILZJ/DWESMiST+fFTVfJ/5zwN1kxQzJJxIhB20Cv3wMfKYsSZ8vMQlOMKUAtdV1TNUvKXpW+FyP4GHHY1WCxXCaxlKRcnpxj23jaJlIWxeredxCbLasVffsNPDRYsWlSnabi5DaCJDajSbVypCgvZnVtOVcXJZmaj5HV2awg/5zDFHKSXlJuSTTp5pPr6lxR4Jum407QamS6DNx9cMTR0RHBt9SLBcSYxhCU1teEqWdtfTNFCBIp+iVF4ZhOZ6xvrDNa38S3LbPZjPliTtM0XLl6nQcP7jGbzbl2/TEOjx5QGqGpa4wxLGuPqwt6vV6aWMeGpvYcTk8YDwdcuXaVsJhzb+8+VVUx7vcprOMTt+6hxtErexAjRenY2hhxc2uHctFn4JcEP+fOC7fpF5ZL129SVD2sutQGPngkhlTr5uvUfqPXJzRLoqTSC4n5R6YZjiUSJWenNKmrJNRaUj65I0fkPB8xOblXemwe8QhKuXt0wL2nX2D5YM7p0jMYVFgJea6TBiJrFcGnQNJVaXYYQmI3CcTgKV2VCMp+ibUOY5WmnmPFURYVvaqiaWoWdaQsS9BIUzeUlcGZAYvFHKXCtpIfzjly7OkNCnaubBKDcHDvmOODlmVbcP9kxnRZMyp6rI37jHfGbF6+wtG9I5778CfZ2F7nybc+liYjv9o3+rNkgqGtZ6BJsLR0/VTQWSSR0l7RZzTYoN/rpSRrWRJCQ6+qWC4Ler0hg946Cz1BgsGFSGgDrTSIdAWkia5tYqJvW+tQPGJDEveMSs+WuNZQNRVhWdJ6SzksmE9PmJ8e0TZKURQQPdG3lAa210dsb6yxs7vD+s42G+tXKZ3lzu3nmZwcc/fujL3FhMVUaVSohmuMygFtBN80jNa2uHf7WWQ5Zzhapyz7LJdLKito27BctFTTyPi6MrxSEooU+ZuQMymxzU90wvSjJtHWxFALaWaaldGNsYTQYKLBOkO/6FFJiYjSyoxoRpiypNGAFBXFYMByUdM2S3qDAf3eGsvZnKatCR6CtajtUTeKMw7fLAlljZUeixpOpxO2tzcTJV0drc6p44LK9FLu5o08M0Jm3mluUaIYFTSazNBjpUqvmDy4aW4rnvPIGaazWbQ05atX7IezsTBq3ldWyyCiIWCVXHzcEkUQW+GpePFon5PJnPl0jiFQWEuUhOY45zBiGPSH9Koeg8GQ5XJOr1+hwNbWJiAsZtOUu5pOMKZke2uTgwd38Qobm1tMTo8xCgcH+6DK2toabesxxrJcLinLknqxwBnh6rVrSGhZnB4xP52gUQmu4GQ25/joBFtWuLLkdLpgc2OT/mBMGIw4loLBsKCoTzm9t8d6z3L04ISq6hHaml6/R7/oMSgrnM/5Y1VCvcBVfZACcquW1Fk4TaqSZqZHJIJ6onNpAuChE1AOIqtgYOW0VuUMn2qPpIPqZoshKnvP3eL+83dYLGsGvR6lSdRXU1hoE5PexJgfwq7/TqcZlvD4okxMMt/UFFXKL7VtixGTdcWU5XKR8lauJHhP1DblsIqCxWJBZSwmOPpGKDRQUVJiKd2Azceu8Nhjlr0797n1zIscHiypl0N8LUwXLafNCRuhpW4D13a2mO1P+NgHP8rm7habm2ur633Uc1GfvgmtbwjeU1QO1YBzinOCkZKq7FG6ghA8zhWApXAFwTvKqqQsC6qqxIeC6AGb226EJP+/0mzLORljE6035HbcZa+CWilbR9U6pHFM557hqKBezmibBe2ywRlDGaEwgbWtHrvjMZd3dtjd3eXa448x3NwCM6a0htJF6vk6fRfh9ovcPjwgRGXeLCh2rqBqieJQrVjf2OTg4C5tU+UoHU4np4wHQ6bTOcuFJ4QUvRc7QnSASeoT+JDFcxO1/nxiP8sbJBjMpuZ5SQpP6JmKgR2mPJPU+Ohp24aiSKSP0IakSq4L2npObEY426e0Ja0CUWnbpLfnXB/ftIQQaJsacQOih2axwMg6zjqsLRj0B+k3I0lc943HUGZVhGskNcdLOoQmDX6cEZo6t6M5goZMhehgPmNyvik/I6p0PWI7nSTVLjJNGnFdwbRzDi36BFtx97Dhmdv7tG2LzVAw1hCiYc2uUbqCflVRlgXWFaytb7CYJ3JOVVUsFjWLxRJRpbCwsTYiBjg+2Mday3g4RCDl0Q1sb28z6PdZLhv6g1HKl0fFFZad7Q02hkMO799FfY0rLE3TYLFEb1OOan2N0WiNumkT9GoM8+WS+sAzcY5+z3F1NEbWb3D3/rMEIrZIUGkkEn1AvaNX5kLaZgmmoFWHHYyw9QTTzIjGE32KgMSkexhDpOuXpsaCzUogGUTtaOVJdd6CpFq/l7NH2kFNlzNuffhp6uM586amMBWopywNFo+PLQRPkVWYg0ZC49EYcAiuLIgCMSZM1RqDhkBoAElFmqpK0zQJ+y4KYkh6qb3CUpUFzWJOjKn2YzhwDMbC+uaAnetXsFVBtb5Ov9ej6JVsX9vi5lNXOd6bcPu5A1585oDowJiKum44PJiA91y7eZm7z7zI05c/xvu+4r2Ie2O4/aNqIkLbtnjf0h9aRALO5XqdCMa4pD1nDG2bcW8Dxiaig3NJVLYoCzyR4EGcxapD6SBZ0kBmwEqR4B8VxJUJGllA3xeYJRztn9KEguFgnenpCcZJ0pAznvXKsjHsc/P6No9fuczuzhUuXb3BYHMXtT28VETfcuP6DU4O71PawFoPenKbp+/exQfP6bEw2rqC9zVLDVS9in5/QD2f09+oiDFSOUNsa9rlEqxlfq/FL/a5/I51dNvQ9FKS35hIaNrUzgHBmA6p15XKeeofle6zM46qKlnvryOto9GGpdRECRSa2ItGlaCJ5osqvq0JzRLXK3FFjxiVpq0ppIdVS68acTg5hhBYLheM1rexYmjrBaFZ0qsqppM5o8GYk9PThGiYjrjxmZtKyLTl7Dxebp0VdVkzPCcrJu35Am7TRVEpGENEU3763L46FrBqxGuKygtNbWAaWzGd1dzeO+Xe/X2aZsna5ga9whHbGmcNVWWYz2bcuHyZXq9icjphe3uD+bIkinBwfMJ4PGZyOiXGQFVVxAjLesl4OKSsKoLAYjHnyuVd+sM+TZPYymUVqNsWawtKYygry+TkmON79ygtVFYJPrK9ucG4N2DWtDReWbYpL1+WFePRmKIoCaKUVUXTNMwXS56fLbh5ZYcHLz7Pz//kL3J1e4N3PrnD409e5qm3fRHRWhazBYPxiIKYeo3VJ+Bn+KbFJKpnIszEuGLSpt9xp3+ZVPYltz1ZRU/kHNd5vdiXsUfSQXVJ73v37rD/wm3iIiRns2hTiwCTPHFRJHVsFyNt06w0yFKSPBWImaz02NG+A1DXNSKpR07jGzQmiKdtG0RDKrAToWlaQohsbAxZX7NcutrjyhO7XL5+leHWFsFA0ethnMO6Ajfo01/bZGv7lEu761x/fIe7z97n4MGc/UND7SOTuuXkdMbWzogXP/oMl6/s8vhTjwMdhwg+b0A/UUJoUYWyqBCBoqiwpsLZUWro5yPWhDw7TnC2c4aisFRVSVEVSCuoV2yZIiRnLK1pVwy3RLuWFTstaEBrkFroxT6VDjjeP2ZZB/rDMSEGfFtTYCmBrX6fy1t9vuCJq1y/vMOlnR22tq/TH29je2PEDmiJ+EYox2uU4qlMQBfHvMsIVgPPHJ+yXBbU84qyGqTnMRjG/TX2Tu/QLGZYZxFV6noBGpnP52CSIOzBJ6es+TWKSyXRNvi2zk3yssq5ngmfRo2YqJgIhS2oih4SHevlgEIsM18z1yW18UgRGBWCb5do9MSghFawaoltQ9MsEKlQY4nGEX2DNC2Iw7phYh9Gy3IxYzhc4gwsFwvqeoE1VcohREmtGZrUUfgNSx15vxImz7EjkBUe9OweSBdM5hlKF0mTHVNHg857zv8mBfMMEKZfWoYMQ2DVOywEWCw809hwexqZzBt8DFSjIePhiMJEChlyZWeTrfWk6lA6y3Dcp7i2y3A4wljHwdER436fk/mSa9d2aZqa4WDIbL5k2e+lFJdJ7M2djXV2dreYzZeENjJbzJHMhLW2wDdz7t+6y+baiPW1Mf3SMp9PwcC9gwNu+weUZY+q6jEajxgP+1hjGY36HM/mtDn1UZQlRdnj0s4m1aBg56kv5LkXXuAjLz7g7v27fE2MGDXcuHGZnc1dZsf7rPV6FM7ifUMn5EKMqwnC6h6rkvkQGDGETDXHxAyjympVkyWsXtk9PaIOClLd097Tn2AxWTDzEQ1pFlG4dKHWSEpsR4/mwi/nDN6nQcurTw3nJBWPWSmIMdB6xYeILSqWdcJQjQje5xYLYhEiISwpjDDcKNhaL7h6c40bb73K7ltuMBitE42lMAYpenTio04jBqXc3MANBgyu7HL9Ldd4cHeP5z9+i2c/fpfDScNiPsW6q2yUa3z0gx/i8rUr9AbV55dzylbXNWU5wNkBSMRKH2f7VOUaRdFPOSPtalI0s/BSdFBWjqIwOFdQliF3pD1j7RWFy0SClIPyoRNKNfhlzdCXjGNFMw8sG0VNSW80Yr6c44zSTiesDcdc2hzxRW99nMeuX2Zrc4PN3Uv0BlsYN0ZMhZUCbMAi1N4zHIzpFRaVBlfe4wtCS/PsPveWMDs5xa0J1pWYkL5LZw2z6QnDwZDgfcophRYfFrS1p2pdkpBtTqkmht5lS1FEaiJt9DhCVkzoZvsdOSHBnX0Z0Otb+mo5WZ4y1ZplbFGjlDlbG0K7YgGiiUQQQ0vbLDCuDzIASHCrSe3RLY6y7DM7OUQwLBdLrOkDQtMsGVapHsq3kcKlHlhD6T8kvvrpmxJim/JDYnjYvWhmNcaUb87J9648SnJ35DMto65NS+e4IDknViy/7n1H5e828MuG46MJJ26Dp1844sHBCdcuX2Zrc4xoZFAZ1gcVhVF2NjexTz2eongHVVnS71W0TWDreI2r0xkv3LrHcb+kaVsuX7nC87fupBypKrYsMcawvj7i3r0HiZyikn8HBa4omE2nWIHr168j0WOs4cHBPqfTKYu24fjoBJEkLeasY9AfUJWOoStYX9tgY/cyttdPqEbTMByPGK2t4aywefkGT7zj3ezdfpYHd1/kn/2bX+HkdIpIi2hge2OdulmQWrPkCYimVjCSn6cU3GfnRBqfE0Eiwxsmw9KJSrli4CJZouoVJjWPlIM6P/Nq6wVHd+8zPZ4RQ5J5ty4Vx40G/URSyLDcfD5PgqQhZCellGWij/uYO5UaIWS5nNImSK2tG8QoVVki+QEN1mPUMnSGXt+wc7Xg7V/0FFefuM740hauX6UGdtgkB5c7lQK5YywJPrSO3mBAXN9ktLPD+uVLVJsf42MfeJa9W1M+8eHbvKNX4Man3Lt9h8ff+iRdNcDnC9qnuTfRcGNMFCikoHA9nOkh3lAYwceaEANGCmJQbKG01LQyp9E5rdaICzi1eJ+S19ZagknK0Gi7aoAYokeNEjVQGmHNjmCqxKUQTUkgUJYV9XSKbQKDssdTNy5z7dI6X/DU44zW11nb3GEw3sLZPkiJMQVWJNHPATcc0HqLxpKrJawNKtYHFY2H+cfv0USDXywxhWAKxYvSG1TMpjVNs6RfWGbzOWIMRgzzxYI6BiQoYbGkmgbCpM/w6gjpG6LTlH/JObc0ziYabwEUmhLzft5ysDjitJ2kxD1KIRYNFis9XFEQYoPNdStWDd57msUpIo6qMpTW4RFavwQpCQplb53j/Ts4CSzmUzZ3N2h8RVtHTN9QVSW0llFRMV/O0bqbKX+mz0yi0ydiV3yoDENzhbfGVMOV5Hc6Md2zCU7yPak2quv5pKtGemczfM3PKMpDDiqqcjqZcFJHfvnjn+Te8Yzrj93ksRuXqRyMhj20rVkfDSC2SAgMxmOstZTO4mMgijBylt76kMV0RtN61jfWcIVjvljw1icfYzabEyP0R0M2Njc5nUxRDPbghP0HR/gYaBeeOJsxHA1ZzudMT08IbZ0JXQt6/T7aGMqqoigKrFiGwxHD8Zh6OgOxTKdTFsslWMPWpauMxmsE33JwcEjwgY3xiN3rj3FyfMTG1oKTw33+7UdeBBOxCFVh2Byvp8mfJIWP0DYYVayYMwfT5f4zTV8EMCn/FETzBCFDwKKIpv0/1MH4JfZIOShyC4IYldnxPscP9qgXnsoOIHjqRc1o2E+hb4xYI9TNIumbOQMZd1WSgGQqdkzOyXtP8D7hoTh8k0QinRg0eLo2xaWLrFeGXtFw/bHLfOFXvoPrb3kr0u/hin5SrRZDp5StdE3UkmknApqdooqhLPtcHg6o1oc4Y1D/DM8+c59nPnmLd22+nVvP3+Lq4zcpyqKbY3xemGoqWO4PB9SLY/qjNcCgQfGhJvg5y+YkK2P3iD4Vl7a6ZNksmdcLmtCgJqtQqOBjVkV3hhgtSsA3Te7nBGItGg2DYHDecXgyBTfAx8BoNEwFrW2DiQ2P3bzOe9/zhWhYMhqPGa1t0h9tUJQDzkRaU1O6BFkoYgVrS9qgDM2Intmh0Ja3NZ7jkwnL+0sWWoCkgkoIVP2S6UTxbQsWmmaZKfFZl08bGj9HpxFX9JncjcxmNRs3NhkMh6hpCBnTT5PXCMFiWhhWQ2LtmSwnTOOSkLXPnJhEM3cFha0IIeLbGnEOQ2Ln1QGib2kWM0RtEvr0EWyDNgvQElP0iLEgxgWtzAFPfzBIihZiGfSGTCczXCkMaksVAuLfgIMiwbT2/C6kU1XPCcdMtedcVBRVkciqfbtKgvONZHUZTWoyCis19PMU/pihVFXwbWAyb/i3v/hRntub8tjjj/H45U2efPIKVy5tMeqXlJAEkEVplzWT+ZzZZEaoG5q2Sc/TaMio16cdjhiWA2bzOfN6SdO2iSmpwnJRs2gajHOMhkMODk6YnJ5ycnKM5gm4MQ5nDcN+ydH+AwiBNrREjQyGI0JmI3b5oGrQp64XRCKuLCnEcHh4wHQx4eBgH+Mcl67eZPfqNXYvXaJuaz7xsQ+zd+dFDg7vMVnO2RyM+LmP77FeDSmN4B4rGA36VPhEOjEuQbG5TVciqpB1XFI7jZhh6YjkmsQzMC9NxrvplrzioPdoOSjVXOQF0+MDZscTBNdxbnDOMZ8n6ZDSGUKTWhNUVcV8Pk9MpRipqpSDatqWqqxompa2bTDGUBlD0LMfe+ok6ggxMOz32B4qIxvYvbbOu3/9F3P1bU8RywKM68AB4Dy23bVCyMu6bywvMxgwFa5YY/vyiC/52g0W3jFtah7cm3J4d8pg/YjJZMbW9sbn+Ia/tr2RfAKapFKInsLZrH/nqMoK37ScTg6Z1Qt61ZB+OcbaXkqkOocNFWXRR/UgF60KagWnklpNiOCDIiHLsRhJzCNNXXlda7jz/C3wI0JcYoywub7FYnqCxJob17f5qq/4Yi5f2eHo6IBef8h4tI4temfJXlFiTJ1ijcmaeUREI4WAOosrSzY3Nymco2mWLMMLPD+tWdgK31g0tLjSYJ1lPplC66jKkkV+XjGRpl0gWuMBOfa4QQkLhywMw7U+wyt92lEL7owt5WxBWRbEZWBST/GV4kIBTUyiuaoJJjUOmweB6AOztkHUZ8QgRVEqDVLXWFcgItR1TfAtthpgy5J+NWayf4xEy/z0hP64T4iRdlpTNCXlEsLJFJkumbeB0Pg38sBBG3KPoaxHrp1W3oqzR6pzS80okVTHpIZMOc9JeSFRyMkJ+SwYq2RW3zmn1ylVtG1gNpvxzAv3ePbWfda3dnnr49d5+1PXeeKxa2xvjnCSz9N72rpNg6hR1ge9pArfRRBGmSyW9MoBa6M1lk3DdLng6PiUw5Mpdd1QlhWzuqaezzk+njKbztAYqcrEzIs+UvQqmsWUpq7p9Sqa+YKNzQ0GgwHHx9MkTZVRhKrXYzGdcHn3EiEEfN0QFdY2NhiujzHOUpQVW9ubXLp8mcZ7xoMe6xvbUC85Oj5g2XhuLw9YzEt++iNCb2Apen0eu3opyb3lfL47NyYaY4hd1y3txJvTZCPN7kyqyyVDfUqCgjPc90qT8kfKQamkmU0AFtOWyUFArMUWgaa1eB+YL1r6VZFlTqDAspgvcC6xRaxNLb3ruqVXFanI0LdURWJ+RVU0eLpejqUrCbGhV0a21kvW+paNjQFf8hvey423PoXtDYgIgSThkuiTebYCKQHYFaCZrs9PZqnkimprABux1jHc3eJ9X/sV7B+cUNe3ePYTt7h0dYfJZMbG5joW6RRbfs1biuQj0jaJvYfDuT4aLSHMwfpcTd4D4/FhgbPlSsYIAtYmGf9UdJtyBhaLbxWTI04lpuJCEUKrlNERTmra0xozHCFiKYsCDBj1jPqOtz11k6uXNykrw7DqMxyMKF2Z1QsA9WnWLRCjP0dvBgioetAmM+wKXOm4emmLL7h5yukze7TtHE8P5wraesGgX9LOlLZeMt7cZDI5xtiuPQQ09RJXlbS+hYXFWUPtW3RuaJrI+PqIcpTFWY1BfMTXDctmjpaJ3utaR2VMKir3HjTgtcWHmqgNXlMelhiRoMSYAbQ2EKVFNGKIaGwIrSGqQaOhsmOOWocUBl3UDEdjmhqa6RI/XzJ58YDKW4qgRGvfGItPFYInRjLzi+ykNEN2Z+vJSiIntVZRDYglFY8SwRo6tW3NuoXYVBsXYRVFnR060rY1TQuffOEeqPLWG7t8yTue4G1PXGdrez2XMaeXWMFVFWVRUlY2wV0xKaiHmNRoqjZSFGWSkXKOwhVpgmMNtl9xcnzC7PiEBw8ecHI64/BkRhtyt+fcCRqNDEdDNjfWqRcLBlcuMxgNOTk+YWenIoYNyqJc9eJSVWLrWfrAcDDM3XsHCaIu0zO2u3uZtvE8/uQN+lXF0BX8ynTGO97+Hq7NT7l95wWW0yNu7x/y4Y85xoOS0XhEtTnCaUgyVKRyBDUpN2jFdr96NJr8Lk8PjKbfr7KKrlJhvGSpo5e3R8pBdQk0VWU2nSMqlFWZQuG25nhySr+sqOuWwgq+bfGmoSgd1jqaumbQ71PXNc45fJ5ZJOUCl0LrlVxMpNfrU7c1VWHYGlVc311DpOZLf/17uPm2x9Aqzz0lNx2XDu+WVZTU1V6cp7aeaablCEpz1XVmoO1eucxX/Mav4vDej3Gyf8wLz73Au5fv+/zB9jpbYftpgDE2FfN571OhrSYB1MViRgwtxji0sQSUEBqW9RSVFiXVC3W1bpL7ONnctwhrEaeJzadCGR3H+3uYIAxHaxwvFqz1hrSLGvUtO9ubXL9yhY3RmFYNYgpcMUidavM5pe8RUgNBJcYWkdwkPHoktEDIxeElheszGo25sjXm0v4pR/cX1AFaG1ETqEyRKNq+Zrlc0isLorb46JOKRt3gg2IdUC+IpmXZNBRhQE8HiPQZb/YZb/TxfklsFiz9gkbnmaAjVLYAUWq/xIuiuTeT10jdNkhRrtit+EgMqfbFmDRbNyZBM84WqFPqpkZMHyMVfbdGrBukFuQ0wNGCyb0TYu2x3iCmQqrUZfcNyXdpJzsUMdF0WNC5SCcTHOTcBpmVl8bymGnPQJbiAeh6mqwUJyT7puyguoG9qAZMpw13Do+4dnmbr3jvF/FFX/QUW9ubSfS5U8/oJJJQjDWUpjyTlBOQIEiE4TBBuf2qYGwt02lBaYThZMb+wSGL2YzJyTESI2uDkqZpODhpGI9HQKqLcs4l0gRw+cqVRAbRwJUrl6nKHvViyXKxSKmR2Yzj4+PcrDKydXWN8XA9deutKgb9HmvrVxiOBhT9ARJgcjRBTMGXfuVv5MHdOxwe7FEvltyeHnO6WHA4XfLCnftcuX6FzfURhhZrkuaokYRmSM4prSYCkr4DY1MzUu3uW/e/LmfFWbuZl7NHzEGlbzfGyHyxAGlxrs/h0YLJfJE6PLpIO29ZzBpK5zCloSr7zKYTrDV58JMk3wKE2KT219EDISVTM8ukrhPMsj4wXN0ZEto57/nKd3L97Y8RegaxmsJWtVkcU/Ao1soZ5ktWQ+/qLaTTgzvX7ZWzH4MAWlhuvuNJrj91jXrZMD2dc3p0snq4HyV7Y7pqCjSo9FP0ZMrsmHweIyOEGm8DjV+e1a0YIUZPDHVKxBqHKXO+ICjWOfBQiiVqVuBWISCUpqSaC6ExqBQ0y5rCOgb9HtIGnEZ2NsZsb2zQ6w8Iy8CiafCaCn2DD4QYEjQpufV8Zo0VQmrERsiRRsyz89SBtuxVDEYDdtcqbj84wdNjEVs0+PRMxIBGT71YUPV6TOcNqODE0MaAr9M++2WFxppGG7wkYogGaGaRODcMBxVGW6y1DIY96hAIbXKmUT1qU8sDrzEV50af+mhlLEWMpnU0zfgDEZWU/wreIDFS5ElVESMaoN8fE2anmGmknk45uf2AOA/0ypLhoI8xqRtxvQiJjPQZPzRZ3w2Tu9p29Uzd4Kar30haFhEJQJ5UGANSkFYNZ3Cbdvp8YTVIJpg/orGD7A0hej74gV8i+Jqv+ar38d6v+FI2trdSI8YcwZ+PutL8NOaJ6Bm670zirNkiTWpV0vm50YDSCqqeUA9Zbm0Q5nMWiwWKUhWOfumI5O67Rycrcet22TCZTFjbWGdtPGYxm9M2SS+wrmtm8xmz6ZzCOTa3txkOh6gPPDjY59LlywyHQ1Dh5PCQtl6ycdlR9hKZpLJC3TQcHhzQG/Q5nU55z7u+hGc/8gFu7R/w+OV17jz3PI9d2mQ47ANZrVy6BpVpMn7WJRrU5H5hq9RNRpZUIJx1pBB5ZYzvEXNQyUSEpqkZ9Ctmy0jdKE1Q+sM+7XLJfD5H1NIS6PcLZrM5y2XNYFARs2BmkbXCUl5KWS7bVDdVNyuFZGsMfWu5tD7AUPPk29/KW979LmI/aZcVWkKOvozN/Xk61l7HW9UOytPV9KAb1Fc1K/ZcWWAELFTjHk++7Ume+fgLVJXj5OA4kTrcI+ah3pAlRl3TKoVLahBqWtq2Jvo2De62SYnsmFUD8pYrAouriL4hqgcitijSjMukZHf6flOOxbjAoO7Rzqf4KEhR0jYtpkhKIoSGjfGQy5d22djeougNKGmxhSWoB4kUztAu6kT/7pXY0mGzgoGGgNBBSyYNbKqIRKxNBI3heJ2t8ZDLawMmhzXSptqgpvY4awihITRKLIR6WdMrkqAsMRBCSIzSzDYTVebTU3zVR2xFnC3wEeb9HqOhoRxv48wS9TMwnloXRCdEtUi09ACVQCV9hmZAEavMkDPEoNBYJBqsdZTG4tSlSDdK6mhMQzuZ40xBX/qJHTm3nB4cE+aBypQMyxHihbptaZs6RbSvMiN+PWZFV4Nex9BLn8vZ7PzcQVbIhckafIQcZZkVQyy1YOlyUF0UFVfiHADGGXzjaZolX/3r3stv+KovZ2NtjcI6upYu3bMpnDVA7MKxh2quJH3vqZHjWe+sonAMpY8rS6w41kZDru7ucHJyghqhXizYe3DAdLEkeGWtX2FcwWxZc+f+Pm1T82Bvjzu3lqnI3DqMJMHg0DYUznLlymWMTWxBX7dcvnqV6WLGC/fusLuxzeZ4naLsc//eIf2TBTs7OwzWxzz78U8wGI8JvuF97/31DApPmB7y7Cc/wcnJnOW05sHd+2w9+VgSGF79Xs+Nh931a0eDMGlCFM9JYCmrvL1KkqN7JXskHVQWvaeq4PCkpa4DVaHYaDmdBuomV+SjzJaLrLVnMdZgCiE0Ad82q06fTfBUZUHbNKAeZ8vUXsPBxppFTM2Ntz3Bu7/mS6nWB0kZOVX8pkdZcptxHCamH098iAzBOR2wLL+TJ3pWuu/KQkz7lJzE3r6+i9BQjtaRYphnZtmDfT6YCoUdEFtD1R/QhkAhqdhWrOBjSIW8kop5nUtCptZm+MBYSluiRmg9hCBntTxdlByTYsiwN8AZRzFRbs/2iCHS61e0MTLq92nrhoExrG+us7a1RdUfZRXvhNMvZwt8f0lVWPplymE2ixm+MZRlic34jcYE7wQiqoaIIURB1GGNp+cqxlWf7dGQu6dz5ssFbYDWK72iIDQtDTVVz2KJhGaJdE33cgPDtq0TK5VIU89p2oCYHkqJV1i2nvncMGpHDIZrDKsxlZlT6IS6CDRFjQmKUzAuUorFBcXWPtF6Iyl6Cjb1zWo8lXEYSZFiKSbVD7ZCFXoUoaAQB2I52btPPVkmlqBzzKZtYraq0LZ55vAGTM45pQSfGySrZJ+lKs47J9s9DiBns/c0SPrV8g5WWjm+hCXmSKqjlxuaKPQKw9d9/deyc+Uqrixecn45J9ZFUx1D7aVXkQkbslqQ3hhyBwUsO7tbnBwd0+tVlL1+HmNgfXubg/0DTo8TYaJuUy+0Qb/Hwf4h08WC5Xy+gmQ31tbpD3u4tdQh+cH+PmjKN4kKH/3IR3D9HruXLuOKirsP9uHwlM3NLbZ3thj0eyzmC8Q6Ll+/hsTI5PSU2fSAq48/yfzkAXf297m+M+Lw8Jj28Wv0TS/FTJLEYFU0C8h2LnsVb6a7Zs4EepPiR26ZI/JqHd8fTQdlJA0KZVUCLT60jIcDjh5MmC+WWEmwi7WOukn6Vr2yoG4CdRswGhn2e4hA3bb0ehXTyZIQA1VZgBoEz3joGBSRx566yZf+xq+kXB+maCfjqufzSt3N1hjTL8CeOZHzTLeObWSl4w7lT6VbnpWnrbC+sY4pC2LpWNteX8GCny+mIgwH60Bq8xBbTxsTPHZGhEhPtBUQ7ai+qZVE2gm43NgMbRHxqYmhpD5ehe3RL0b03BqOguXhA6YPpogtMa7AN1OqwhKWHqkKFGHv4IDbd+9ROkdRVkQPp0dHbAx62F6JGEthU9uHGAN+OaPpJiDSMcSSAri4CkzqXGttj7JoGVY9NvtDemZBYQyNDxQGRv2CSZHYfL4uKUQJvk0RZIbjmrZFMuRmjTCuepzMahbTUyKGYjjCidB6y+TOhK2NNcbjkt5gjVHRx8UlPbPASIONSVTWYtHgaV1qe6DBY01OE4RABGrT0LM9Ckr8oqXQilJ7GKCkILaB48MF84NZYmcRaasAIVK4VGeUyjr8qpD4M3xq6FCIFDkluNK+BAM6z6JNf3fbguiZ85CuqLmb60dztt/s6KKmaCe0C/b27nPjsWs89tQTlFWVyhaAlQsSVnVeklhSq/M5rzifj07iPElupprya0pytqU1bG6sMZnOWIsDTk5OMFmDcnd3F1Hh9PQUV5TExYydzXXatqWoShZlSV0vUWDRLFFRirLg7v196qZN0G0IGBVu3rhBUfa4fecuy3nD+toaG5tbFJWjLEqW8wVG4Oqly/imoW5mHB4dsHfrWQa25ove/jY++Mu/wK29Q25cWaNpltAfpLYnopk9me5FR3yIqqvr7yBVlTy1MOke2jyLD2fD46fYI+agMvFAEnU8BCXEQL/v8L5lNq9pgk8FXv0e86YhxEjpLLM6SRZFDWyuD/Ga2m4YY1bq5kaSkKH6QK8vOOO5cn2LL/+aL6dcHyYdMeke/kRzNd2Nzg2IksQ/OQ9R0P2YzrTBAM2aZyYxg4xmZyW5a6qkRHx/0KfaGLNzY5fLN7ZTPdUjmIf6zE0pSoszBRoCddOAKIUVDIoRR9AUkagk1hgiGNtp7OUHPvuq1NbdJA06CoQCJ3165ZBhtUZcBPYOTol1pCoqsIbhcI2mrqlMYk/NFwseHBwy/YVfZG0wwllHr9+jcpZC26SF1h/kZyBBb76uOZ3OWCyX1E2T6muKCldVVP0+/VGK3lRbonP0RyPG4yVlabFOaBcNzjp826Khgeip5xN6/QGx9qlQ2QiKxbceV6TmgoW1GOtwrqFuFrAsaGJAmiVl1adf9DmeTJnODINBj37P0u/1GfYHqf+WUQweHyPiLSIlXgxGPVaVoA4yiUKW6ftwtqSMFRIF03hM64l1KhA92XtAs1ikSUNRrCZpXc7JGJM7Jn/mND5Vxfs2wWhGVr9hg0lIhHSqe2lUWw2CmUjRtW9PP6Wz3/HZEwloUuMQNCsdyAqafHD3Ab/ua39zkioSQXKh//nzy/3KH4IHVxPYh6C+fERlpcyOsTmnmfLhzhnKwlKsDzk+PKSezxGE4BtG4x472xuczuYU5Qb9qqaul7T9inlVcDSBZdMyny+ZTE5RJQnSiqGoSkbDNW5cuY4PDff39miCzzJHJbu7O1RlyYMHR1ze2WZzbcj+3n3m8wX39+5yeHCfenKM+jm9gWN9OOL4pGY2XUIbkNgg1hJyB2ghO+4sPdbVOKVpQHdPziYeSYcvdeB9tWn5I+agkgmkBJ9KUmIuLUenC+o6ibo6VyTV59ZjjFDXLW0e2QvnaL0i4rEmN8jygbIs8T5RhyM1w16fjY0ev+5rvozNq5uppkXPdLqS5QdYUsEZQHwJ+nb+YeyYROmfbluTZxWalT5ytbW19CrHaHOLm297CxtdDdRn/tt+5KwL96MqTeup25aEXKVyACV1RhXJ0KekNudCxMdEMU+z/Jg7IRtSiyRDaBOm3S8rRsMRpenhJ3P2b++j6qh6Q2ZNy3htTFg2SKE8du0Sjz9xmfH6EKtCz1Vobty3nM+Zzycs531Kl54xAbwPLJc1B4cH3Llzh/mixmOog6coSmxV0Bv02d7aYGM0SIKsRiiqgspBaSKEFnGGxXyKs+Cc0DY1VZVIIyH4DjvK0FNIMGIu9C0Kh7ZKPZtiY6RXFjS5XXvrSsaDNWbzlunklGFZMOz36fUqXGUpS0ehaaAtCkeCzNqEQed26DEKJiRqspHUqI/oCXXDYjZldnrK/YM9Zot5gm2NQX2bEQabuhgX6QudL1JTvc/8mVGa5WKVUzLGUNhU8G7ON0PMTD7pBscu7yuycmT5F5vZmD6HPJ3cU9IQVM0sW5TpZE6QkhtP3HzIKZ0xzs5kplZLpfvd5/M575y6FFXayeqjVBbUyTClzt7eB3Z2t7l9+w4YQ1vXVFXF+mhA1Suo28DkhVOGVcHe6QnT0xPaNpFfRCPBe+qmwZqC0XjMcJyK4m/dv8t8NmUwGLC2vsm1a9conOXk5ITFYsnW1ja+bXn6k88Qg+fWCy8yWh9z7dpjfOhnX8DZlnc9fom3Xt3k3/70z3Hv8Ij9kwO2N8c5CsrECF1Vra2erbNRM31/KX7SlbBBzPlc4Vz5wEvskXJQXX9ZISWcm2AJqlRVj8ksuaDSGVwuyFUghKzBFmJu8a40dUtoIv1+iXGJ3mwMhEbx7ZLB2LG9W/DVv+FLuPK2J5GiRMQlVkp3MjGcwXKqObLqNKcMYAgSEhYPeVaWvFMXxouSBSld+tHaEhBitAQ19By87yvfxeNveZyBc9jPm8gpmUiaUVubICBrHTGkFtaJF9G1yzB5MDqnQm0Vi8HlLrzpB62YXCclRHpuyLg3plcNCI2gs5bpwRS1Fa0KZVERW0/0nvH6iJuX1njr1Q3Kfsl4vE5hHIU1LBtlOp1TL+dYCz42OE0yOogFUzIcr3Hj8YL5cplaX6PU9TKzRYVmNuf5/QOaesawLBE19KxSxkBplMIo09kMTWkVQuvTD9pAICR1iFx35WPERKiGQ8QIcemhVQrXo6lrZien9PojvPOJ8h6Vnqko+4Zp8/9n7s+erEuv8z7w9057Oufk/M01FwoFoIiJIEiKNFuWHEFZVoSl6Ai5LxzuiL7q7oi+7f+jbzqiLzqiIxzuGw9yt9saLEuULEs2CZIASGJGoebhm3I+w977nfpivftkfoWvQKAKlLArsjK/zJMnz9n73e9a61nPep6BdRhRF9Kn7bq5iO46i9Gj7OvZF+M76QeEkNBEchDFc2cyKgUuL8+5uDjn/Pycy6VIi2krzCybAiiN0RmjHf04kmPG54gyPysn/tlHSolN30vlZDRWa5ItfUmdsZM+XwEb9LZnVSjpWpc1JcFKFU2jKc/PykASsksuMH6KEZTmvfvHvPS5zzHvuhL/xMxwcjoRI4op8bwCO+R5n/JmZLdmEhrITEK3261cArCr8X4tbroKhn5F7HsePD5h/+YNxtWKg71dLlcbrLOsVitAEy8uGVYrAOqqpWnmMuunDevVms0wAkoUXLRBacP9Bw8gZRazhQzMB8/9Dz8kxkAcR27evs2du3d58yevc/PuM2wevcuYE7/72mf54Z99m9iPnJydEcv9PZEj8tYXCnKeqlpxJ746GdOITt5qLaaUxLrkY45fqQA1vZWUM7at8chMQ/CZYfBYZ2gqecnLzQZrZbYpBJlcd0aLIjkWjMKHTMkZpTFnFfO649mjltc+/ywvfeUlTCU9B23cVKTLFLRWhUYMV6w9mABXdS2rktcsQqXk6/WXIN05JdCJlAb8kDm+6FmPkZs3jvjsq6+wt9NJD+ZTULp/FQ9rNDF5rKvIxeI6UXqAZW5iopjK7JHZZqgTTJOSLoteqPupWE0YVWFtR9PuULkZZMvJyfv0/YgzHSCK6GHYQOjp6j12WoMdRxbdnP3ZjKQiJovZXFPt8uD+SlQIbEUquGLOmbqu2LNzdhatBNeiXqC1ERaVcazHwHK54o3Xf8Trr7/B3t4BWhkaY7AxQYhorRn6WDJtyCFCjGgUIcsuaipDiBE/eryrqNuWuq7p+yXOSPYZh8Bqc0m2CesgGkfQDlVVtPMZbTsrr2lgPZ4A0DQNOSastaIkoXKx4BCkTsVApTV1MTYcNysePrzParWk7wdQkmiYwgAMCgiJqCImFeUHnbFN9alAgJyzVAKFBIOzoLSopJOl4s6iUpBzJpbgpHUmK3FqluMa5XliXZaoIpbxbC0iQBQPzpY9X3n5xcK4k5/lyXMMrlVEeRt85F+FNvEReG/S+9sOpcJ2HohrkKSxMu+Zcmaxu8v42GOs4+TkhA8fPaTpOp6dPc/zLz/PB+98wGq9JoRTDvYtCcXJeI6PI2kciSGijSZkjTIOYzSbfqBuak7Pz+ialsV8AUqxWq5Yr9folFksFrSzGQc3jwg5c+P2bZz2/OiDNzk9uxSbkcMD+v6YcePFRLIwJZVWUNTlp3s3TRXs9t4teoglc1day2C41qWv//T18CsVoKYom7VivreLtoqubbl/fw0K6lq0mTd9jzJaxBRjKHMrljGWBq2WwGCiJYSAVpnKaozJ7B80vPLyTb709c+j5o0MwU2RPV8ttOtW4tNAmTEIdpwzRFDpKuOnDAAmsRktS3YSQoRNf8nZ+TkffHDMyTriXcPleuDrX3mVWn9a7tOv5qG0IsSASRUhIkOTClSRDZJ93hR7lFzygGnWJJGibNwKtbVSEZt3hTGOumqxrsa5mrBOPP7ggcA2WiSVVMzkcaRRmc4oVIgwigp22Hi0E3FfpxLaKnZ2F5xfnDM/ukUaEyrKkK5TAkXkqNCuApL0Joxkx4pI1VTMjMG8+Dxh6HnzrfdZ94FZ5WiMYuNHiLJGLKK6L29z6rmI+WBIiVju4zCMVNrgtKVrai6X5xhbU7kGtBVjuORZri5Yp4RuZqwvZrhmxmyxQ9s2orylNZvNklzU3g3gnEbliEX6II2xAtGtzxlWS87OTrm4OC/oliIrCVJ5lHJCG43PPXVTY2pD0hllNWpmMO6Ts1BTzoxB+spKGbIWmbGkjPi5FcQi5mljE6g3ZQVJZnFEc09YINKLkhRVmGSytihElMllKxFp24YbR9IL3g6XqkkyiStppCkCX0NYtl+nJ/tdE/rCtqdKqTbk91PZc6w12Mqxt7/PerVm1szwPvDGG29w+vARzjluP/cMewd7DKPn0aNThs2Gyhm6tmYcBkKK0vqIGW1FzcJWDmcNY99Ttx1ZQT8OIqekRdzgYP8A5+Rvu6rm8vKCbj7n/psjN+8+S79+zPHjJZWxUFWMfcCoujAky5yZsdugL9WknrodoKee4TR4LX1BVboepbZ66nr4FQtQbC+0a2sW+zucPjxmuVwzm3VYBdlHNpsNTScW2iGKWoTKiZigdgYfA85WjGMQOQ4rZfXBvOKzz+3zpd/7As3hAqO7J7OeEoym1zFRXoUAIbRiEKvxydskKQqrq1yOxBazTjEy9OecPD7jnTcf8O7b9wk+s/vss9x+5Ta3bu7idCyMtV+d6ulT6e/91FFwZ20IUSqPXIYmRbcsScBS03VIZXYkALloeVH8vGyBb7IQUERzgqwSQ79mWAsEoq2hrh396gKdI5VVOKU4PbskBvjgrGd/b0lXW/b3ZyIiqxVd13J6eYm2DUoFGHvC2JOyxygjvYLRSzWYNToL7T2lAWMijsxBU/HK88+TkuL7P3oTVMJkIebEGLHaEBM4paWqyhC8p65rkapBoYwjpCjJFeIQ7CpF5WAcLvGbM5Sy6MpijUKlHgvEMRGyR6WR880FfV0x39uVirOop1utRKG69Fg0kJKnHwf80LPZLOlXK7m3QigOuTLMGcIoA8xGif9ZpYjOk1pDtZjhmhrbtXwarFratYqcDVkZsrZgK5k/1GZLJEoql2Al1iDEjJoE9sp2p2XhME35quKwrSjUaK2YFExzzBweHQn7F4pyd6GjM8FzyPPk0j/J1+jl+Sn3jSrQ1xS/pt70tfc69aRRGasNTV1zeHjAwwePuPvMXTb9ijFGfvKTNxnGgf2jmyzmc3Z255xcnJNSxFnDYjGnH0bGUfZD7xPGSYKeY2H0WY8CurYT2/nVGXfv3iv3l+Li/BwuzqmahqaqqWZz2saSHmw4vzjnaFFzuqrpFrti5+4qtDHkKHZIAmdO56RAeVmhMCUwFQ3Ubb+Vso9+/H7zKxWgJkaOy4r5fJfdw1uE9IjB98xmLWHoObs4B4U4tcaET8WKA8nYfYwYJXMzYx6ZNQarGnY7y/PPzPna1z/H/sEe2BqVBNv3dUUii2VylpMWvCf4IL2nDDoLhBCVNG4xstiUNmjXkrXI2mYg5EgaetYnp3zw9o95991HPDjesHtwg5e//Ao3X3iB+dERzUyoxr9awenpX3+y55JRABCPH+kFmiK8CkSBPUXgQDJjrQxxSjoK2yfFJHp4FBdZAykNDMOSlXHkpDl79Ih+tcGYClfXhDIMLF0/xWaM/OCN9xh8YrnsqZ1lf9HxhVc/w5e++Aq7ey3VbMZsvsN6iOy2DcGvybkn+gGFYzkkPvzgIf2mpzKaxWyGNQpXGeqqwRpHozOd1XR1jbMGH4TS7b3MC6lcwmqUADwJ4YZxxDaWrEQ5I1tHGkd6P2CsIedA7WSQNOWRNG6IPhO0gliwfm0IwZPiKPB3tJyFJa6qpc+XwBmh53tnIEeC9wxjT+o9fugZh14ElIt2pTTgvVDqq0xyCVdX1DMHFnStqW80NHs1unJUTYWxn2KOT4m2IaZGmwpjaox2GGOL2PBVEplilHEFEpHSks9FQNhKxbQdFdFFpWQa3J3YCqoIS48bZns75XuTSogipsmtoASqawXU9WAD1/pR5G2P/C+7P6Q8U8XjTshDbVfTzWt833Przg3W6zUpPMOPX3+TzbonYzHWcnjjiLPLJWNa09qafjyTgd2UpOeb5HX4NGK0oTIGZw3vvvMWTdVw8+gGjx8/pKkrdmYtw7Bivliwv7vDuFlz45l7bM5O6ezIwpzS7c/RdeLZZ+5hckLFEnxdjbaWkDYiCca1qqi0R/LE3Cvo0jR8rT5yDj96/NIC1Eezh0/ST5l+R+VE27Tcee5Z/jj/OW3TMgye5eWK0SeqStxvY5LsWytVGF5e4rfSbDZrmrYClenqyL07C77y6y9ycPuwZIVFRDJr8BGrRwiJy7M1F6dnnD5+zLjpCVkRYqSpDXVT4Zym6zps65jNZ7SLHYEQrBNoJity9ITVKWfv/4SLR49omprf/J0vcPulF2hnO2TbiY1BLPTWX5FjuoZp6x92DVT+BIdSGlN6e9pmrK1luFApgZtiZusPw7UwnWWTJseyuKWyEhZmwmSF0QkPnC8TyitWxyeEPlK5OcpWEIPMAcWE6TqOLzckFAd7B/h4wrrvqXSF3Tvih2+/xW/eeA1lHQe7tzhe9rTGolOENFBpTRo2vPGTd/nTP/shb3/wgKprWSz2uLk/58Z+y43dXW7t3WJ3UVNrQxoH6tqSnSE7TVIJrTT9OMh2qjMxexKByaDADxtUVaOzqGNo59iMPYtmjorCBq1cTU6Q0iiBU0FWloAR7boYGeKKYBV60GgrvYiMxWoLIaNMkllC78k5CM28CMiqXKDZNJKNAutQTsu4wE6DqjRV5RiHAV1bzN4Mt9/Q3WiK+kQs1e8nXTPCoHRVJe7ZzmGswziHsmUwNINOSbq/ORbH1qt+j9UF/SjPp6/NM24h+9K3kuWWSSGyOFhsA8w0j6e4Eqmd4L0Jtp/6UdchKlV6yRO897T3t/26tAAmV2ClpG9rnWF3Medk04t8W/Q0TcVzzz7DG2++A65mPcj+p61lPp/z+PgYHzybcSClTOWqUr1l0Ip61uL9yIcfvs/u3j67u7s8fPiAtnLcPDpgfXFKU3c4axhWK2aLBQd7h7w/bGCt6OYd48azkxz3bhxhjUFFER5OMZGtxdQdOa/JOWwTTiVUE6Ze/fY+v3YKf4ZW7F9dBXVd0fuTHCkl7r34DLZ11JXj9PSMde/JaMaY2YyhQESgi1nhJPCZYqBxhrq2tLXhzi3HF794h2eev4lpKrKeTLYgpAH6keXFkscPH/Hmuw+4PLtERcW4GbkcBGevnbhlzltL2zTs39hHHx5ilaexlkwjwlzZFJJKwFh45rlnWdy8jW7nRBKr1QXjeIGpO/ZvHhCTAZpf4pn/dEcWtORakPrE8Uk2By0zGcZZtHZM82Ihe4xzYtFerp38/Vg8ksRLSvraQqaQhrWoOcQszfGUE33f0/c9PgRS0kL1zokheHYbx6JzPHf3ljCMU093YDD2kPnOHl0VOdy7Sd0sMPUO9c4RLix58Pgx+00QKSDtWPs1P/jxD3n55Rf5yXvHxLRDrPf40hd/nZ98+0/4zl98k6++8hJfePUlojFs1ksW3QwbRAefGHDO0W9PjpyfybZebN3ZUpDrusKP/RYtEJq9aAXmlKibBk8iBemJ5uQLVV/6oQQtahejQasMaWSTIslkMSykZPxaieq3MbLJp0TOAaM11ayh2Wupdiq6ek7KhtEPLDdLqram6mravQW2qdG6JjGQkt/2bz/pmnF1s53XsdaJp5GrwBhB66IEeFD4XAJCEih54gFPuo5aTXXN9S7HpB9XiApaYZxlZ3+v6McJSUJnWXtPDOKX9ZtLz3li722fX7FNfssbYqonrh/Tc2oUOZcstbAFnTG0Xct8MSOendFaxzqv6NqKw4M9fvLu+xyfXYppp6s5P1/h/UhIGWU03gtTtqpqnKvYXSwYxpFxHLl79x7aGt55501aV/HM7RdYr5d0u3vMZx0peJTp2D3a4/zkFKMSNo6Mmw1V63jm7j1mripQbCjn0kIaSbWFeo7Ka1RMRF0ED5Bxn5wzOsK29izoFD91dq6OX36AmjieH7kQPxWoPmbXu17wzXYX7B3u8973H9FvPGMUzbYEKD1JkMRt4zdncc1tKkPdWCqXuLnf8tUvPcMLn7mJXTSoqrCCjCbGQFqvePzeQz58/xGrMLI73+Xw4BDX7ZCVRdUKfE9cndFfnKFSxFWOttLoPGLiCHEUCrmWzTGhsM0Oe/dewJIZfeLRew95441T3n+44vzkgmbe8tt/87d45YsvMutmwmbJV9PX/+4OyXV8SGLi9mmeKUuiYa3BOofWYn+Sc8ZVkuGlka1NABM5RSlU1qBFZyziKbQBycWS9KFSkmn0dX/BcrVGUQgXOQtslUW/bX8x58Vn7mCVYtZZ6trQzXbJytItOo4Ob+CaDjvbx9W77CwUD04fstpsaG3GGYPdOeQ3f+t3GJYbXnv5Hr03mH2NG87oDKhFy+A9D45PaWYdpMjuTke66K/mi3IihYABfIFfZLjVEr1AmCpLRmqdE5jPp+IUbYlaiTZgcGSl6OZzhtWKmETrLOYRoxxKi02csCYzpAEphhRBpeIPxfZDqyRVlEKIA07RLVq6oxn1fkdymVXoCWuIIeBaS7vToZ1BWYX3A/06g0kEFX6mdM1fdmitaZoaZx1VIy6xUyU19ZCS1lsYWDQWCzMS6alZozFaFYSvwHtcVTepMCanr3WG+WLG7u6uBDShj8r6LO69U4zJKRf1iGnmRx6flAQsk6VC0yiimrbCqSpTPLWqktKv4IepJHaK2XzGMAycnZ/TVI7Hlye4SrO3t0BZx9vv3WdMKzKii2esoarrQlbItG1LVdWsNxtmsxnt/iHnJ8c8fPAeN/b2+cyLLxJzoutmoBXHJ8e0szmmbTg5PmV9ccGs7ThbXbJpDTttw9HNG+JKUKrElJOMOihD8h6qjqwrUh7ByHlPpS6devMTe2Jiw/6sVsIvN0CVP7yNUT/P7nYN053CqbxgQ64suwf7nK3XeISlA6IlpnWZZ1BKFlGKWC1mhSgDOXFzt+NrX7zNy6/eYrbfoaqaZAw6S5U1nl9y8v67XCw3dIe7vPrKZ+n2DlFaywS0yiStyGMmjGtCv4JxRCuDqQ2ZAV0YVVnsUSXLQ6ODsGfS8jFvfPeYf/BP/owHa8trv/tVcjvw9g8/YL35BrODfW7dvUOlM1fdw3+HEUopMpExRUJM6KmJ+wmO66oA07+3MK6ZhjxlHmeSZlGpUM6NQxVCQU4GlOi85XIzl3EWYh5RXhG8uCLnXDZRY/HGULmag/1D7j7zDPN5g1Ga3Z09tLEkIlVlqOsWdEXTdDJAbTX4EWUjUWfQFfNuB31Xc/bwIb/3W1+jX10SfcZvVrz2/C024x7a1jT7+8Q4Ml+01PMdTk+XED21NYxJNlVtpO8RY8QXm4upgT5RklWZz4nyJmXeyknWWdU1MQRijjSLGWMY0WTqIuiqtdpWaHoiXmipSKtKPK9yhn7d49cDKSZiTuLgWlm6nZZud052ilXfkzYCgVWuZe9gB1dbuRU15GEgR8V6HOj2G3b22ieHXH/BwyjNrK7RTmA+48Tg0jm33eDjtSHXLUsuSu/YoraGelqJh5hUi4XJJ1GFrCXYZBRROVwl5JR+HLDGoXKgCEBeUcS1/K5KQniXKk2Gh1N5z0mVnpJWhd4uxzQzpApZ4Pr9kJQiaxEjTjkVA8JEVpmmFXQlhkjlHHWdqZuayidu3Dji4fExF5drNv2IdjV1XaOLEaUxhrZt2d3bZbVa8e5br5O858VnnuPO0U3WqyX7N45IKbG8XHJ0eChQnZUKqek6iAOL3X20S9TWcLB3A6XNFXFsqiSJqJRI0/kqxJRJmUeIIvI+yRozVY5a87Mi1C8tQF21EacLoK5+wNPxWAloHyl9t1FOYZQh9gOhH7eLKyopY0UIMZL6npzFxI0Mm5WnqmGxV/NrX7jLq6/eYbboMKYFHGSxf/fjyHqzZrZ3wMHzu7jFDqrqSgY+FouESNQ1KTuyWWDmM3RaQdZUxhJTj0oRjcYYscdWtsJ7T2RD8IGzD1b8i3/xDWJ7xJf+N7/JX//93+BOa/je//p9zvuRvRsHaFVol/+OyRITPm9UYUBlXQLDJz2E8eh9mHwJJMs1RnqGUWwtVKmgbEqEKPThkDIpK2KSbFcb2RHl/s6kmNETR7UEpTAOEvTKv5vaMZ/NODo8YrFYsH9zH50rumaXunUkRkJYkZPGFsq6thqVIrPKocIGp2vACavp8CaubsmbgYpEGjU+9iTjGXMmqYqQEo8efsDOwR4hQooeZzXWwzB6UvCkbCRQKLH0Hr0HVQLzZI+RK6n0tSXGwNAPuMrJ7JWrcFpmxpxTzJo5Y/YYY7FW5mq0kYzaOY2qDLoyjKNHJRiWgYuzS3yKUgyU66401F1FM6txnYVaaO9KGeaLDjersJW4BIQg2kB+1aOsodvr6OoKq/IVbvMJDq2hro1Y0xeDP2stxprtYOc0EzdByDon0KKGIWu32LFDMdebIL7J/3VangILepXZjJk/+/Pvo6zhYHfBTl3TNpJkGkrAs3oru7TN/ouvmTJaNm4mUgASqJQW0keptLZ5exYkIU0zQFkkgXKhwIOMUqAH5jsLludnWCU6iouu4+T0EqUSB3t7jIPMgg5+LAxZ0ClzcXrGerWkchXz+Zw7N2+yP9/B5Mzpo0ccHBzh+xGsY//ggCHBou0IUa6vVYoweGqlaE1kyGK+mFMqfWH5iFuiRxn+1pqcr4WWLZwpnrsyBgQ6lz7vv227jVwsf9F526j8RX9fKZEtMloGF5OCpBW6snSLOSFnYr+RjCpGUopYrbHa4WrNzdsznn9+n9nCYrSoZItWn/Se6q6l7toiQWTIKpF8D3FDzp4YApeXGx4/PuX8bGTjMzu7u9y4e8B8MSObJLM2aQCVZAbEOmnQZ0U2Do/iW999izgmWL2Pe/dHzIZXoanZv7fLF158md392S+Z1v3pD6Og0gpcmcT/pHGzZE0xJLSTG88UbbSkpOehkCw0FU00q4ufVkoFDhQaOUoxOTlYraWvUioBpx02QRoHnK3JxjGGyMwkdlrD4f6Mrq7o6gXWiY15VVnCmEnaMaZMXc+wdiZrJGWapmJzmmgWHcbWZK1wtmPXtcRZqYRSIGVPmY5jCHB88hjXzDDOst4MDCmKOn7KEDIVCbJDTTT1MPWglMzzEUjRA2DrBt+D8oEcMklnIUSkhM6G7GVgvLKKed2S6kxTGRQJWzmUNeVvJ8bLNcvLFavlwLgcSEPGRGFTRhWxjWFnd0Y7b2h2ZlhjiYg/UdM02LqSHlgU9ZTsE/3YY41CG4syhk2/ERPbT7GehSShUdagjcEaI8GpWKmLCaisD5NE2UFnvTUSFNpyADQ6m6shfbw07vPVADZZnGt11jx47wF/+sYDrKt59tYNFl3FbN4wm7XMu45Z09J2DZVzGGu2ZApB5kqA1AZVKPg6uavkvLyv68iIVkaq41JxCamiPHja0LX00OazmYgtl6rFDz1tbblcJpIPHB0coPUlfUhFvzSRXBSbl+DFULFydHXN0PfU1rF/45DZfBdPJGnHejPSVA3jGITJut7g12tmLrI+PuGgqrh3dBdjKukHb0N9qZRQjEaKBKfNVnD+iqlYALCrCy0xewvMPv34qyNJUBZLKcs/rjrYsmOQx6WcxC64NItv3r2D15lsHaa2KKUJgyf7QB7HwuwSqnnKMqi2v7/H3s6MyuprrJqIUgGnG2mwFhOwVLIrHRIxrMUquV/zk9fv861vvsnb75yxGhPKOXaPFtzsKr7465/h5ddewLYOhywSnRRKO5StUUljm46qnTNuNrg8cmen4oCB8P59Htz33LzzMjtdJ8oAMeLsrw7jX6mMNXJrK/XJ67qcBcaKPlxBW1pjjBH75yJtlJXfbj5G26sGspbrFyPbrDlHUReZTNxcVQmsoDM+eIxJGG22G/6s69jd3QWgqipcVaNdg9YKazLDZoMzmtZW2ChzVbVOBGeh7Ugp46z0yaw1kiXq0j/KYpsQgsdhGf2armnJsxlh1PTrAYOiqxvO9UjWms2YaGeGGEdMmaMyCWGkIpl/jkKEELr8CErhvcc4i7UGbwzjuMEaTQiR09ML6sZhO8s6yr3hqkro7CEwDAMxRBmbQKFULEm6oWoaural25uz2JlRN44U5P01tVRMRhvUmNFBhI9jEup85RymNlBpgs6ikWlEU/HTHNY4IXwgNbPOohxRaDSAIuoij1XmmVLJ6EWETM6jUaLSoZPIjcmbnrT08jWgJ7Nar1EKzs7OOHn4EHSi62qOdnd49u5tbt044uhwn1nXSfBHNCJj9IQYpQLKZU07JwQfDMpWqErgSVc5rJaga8sanfZ4pTQyLzRt6JKUVbWD0LC/u8fpo4d01vB4fc6w7ElhpF/3aOswVpEHT9+PUuHGKMFJKYax5/GjgUo7Zt2M6BKmqjg5P8e2NcO4YtbOMa5ifzZjTJHNesPMVayXD4lnxxy99BJdVdySlRV0CZHMVkoRlSYoTWUckSjECTI5lnsFtirz074CmZLRwMfsMr/cXVFtEZfShyql38/Y4QTLBGnOi3jjVOmsQ6B69gVe+r3f4f0f/pD1yRKSwoRADCNaB4wKEAOhTLfP5jWLzjBrNf24Iaodki5aYzlhVLF8Twph3GVU6kljT1ivOX90yr/51lv80bff5a13TliOFS997vN8/W/8Nrt3d3j07T/mG3/0h9x7Zo/d5g7RGSwZFXrwI7kSNp8yDtvM+dLXv8RXv/YlaXrXM9rO0O0dUO82OBVQyRFjWZT/bhG+qyPrQurKW2jkkxwpJcK4wRswyWKMIaJI1hCDATMFGmkKa23QVhTiRarIobWWjDAlRj+KM6nWoqmWM9kKfGWtw/uBpp6GehWVqXDOsbvYoa1qcYotuoyqYP2ESOsaVPAoOzBslqShFzadrQRiDElojWXmTmstKuw5obA4Bb0fqK0lVxbTtWzw5OipraaqapQ28vq1ISnx6gnjiEUXbzGBmypjGXwWJ+CqRmUw1hHCiB8GZnWF1ZnoNMknchRW42bVo6PDKMW4HiEPW9KJsNxErTylhKo1zaJjsbOgairICTfvxJ4kCETTNZ3oAALeB5JIK4DWuHmLqQ293whKYmQWyeIQ1bFPvpAlSZnCzDWKeHnWqaDXhUigt5YPQhvXyOvXKLSOhRxxJV3EtdU8dRdMirzymRd56UtHvP3WO3z3z/+cdz58n3ffXfJ+13BxdoL+3KtFZk1RF/JQjpnoR/q+Z7VcsVyvWA8j/TiK5FY7I2JRxtLOO2aLBfNFR13XLBZzFrOW2uoCp19t3pONOojxqm4yt+/cYXNxzqy/ZH/WcbnsiWMPKbBa9hxfXOCjmLvGmPAxCg29PE9jK5p5w2bsqduaIURAMa43NG1LypnZzi5JaR4/eMSsrtk53ONsCT2J3cNdmnbGxErUCBEnKcWYFZusqHMmhw3bRk2ehq6nc3012Cz/LLBgEfR92vHLC1AFxwZZBymlEm2vmv5XL+KqY7UldmSISYRHUogMqw3/6zf+jG9++0M63XCIZ9+sWMaR3mc2o0yQ2CItUltLUkn4+QUDn3TbpG8hDT1ylGwlFcZMjsRhw3C+5NEHJ/zrP/oR3/j221z2iju3buOT5ZXnb7K3o/ndv/4lhtfu8b3/8r/mg29+n/2/9zzKKXQcyL4njWuUa1DaYXSFrjqeefk5NscPUDHgqggzDS6hbCLlHhUzMUwV469KhBJo74nL9QmOnDObzZqUBXLSRZ1al+w3a1GTkN6JkZmpjOjFqSnQGLGMzmL1nkugIBfrFK1RTmjCE93YF6ag956mbWmbhnk3K7bcMvRrFCg8RgU2q3OBKULPZnNB9JLxdbO5uP+mYk89wTmlFwbIvheziNpaUNlhYoXvFTkEdudztDoRxqGtMC4ApjD4HCZngg+kLOteyB5GcP4y7JlSlnmYIK61dWUJfiRqLbBfMmitGaOoRKBrxn5NjmGLYFhnRUvPapquo+5q6QXEQG0rXFbgBXLStd6qZ8SUyE6L/Y2GZDU0lkFlwDDGUWjrIRO8qCF8WsR6y2Sd9o2crwKULKxtsJoClNJGlCSKFcZVD4ifCkxT0J5+pJVi9/AQu3fIrDM8d2uPRw/u8/DBA07OLrBGMQ5r+s2aqhL5KKO0XK/Rc3mx5IMH7/Pw4WNOTs+5uLjk/OyS5Tgym++xf+MWuwf7zBY7zNua2llmszl7+3vs7osk1c5iQV1NfbIJOhMSha4cNYqbzz6LItP3I8vdkYv1wKq/KMPeooA+kRpjCEWg2lC5iqpuQRlcZVmu1sSwxFlHN59R1TXaafpNT7/piSFy894RO4uOdy4vqKqW3fmCWdWSTUUkiIV7gj5ZBh9onMZiRJhDCSKQlbD88lQlZnEVRoXtNaHAfPljNpm/IlypuM5Of7ZUU/ojBLVrjE0ms6tUYKEffue7/NE/+wPefW+FGY75T/76s9x1dxlS4sPTnm/+xdu8df+Sx5eQXQM6k+KIH1fkUNGvR3wfiIMntQGlrDDSUqa06ICIyoF+M/Dww8f8yR99nx/8+Jw7B7f43N6MN956nThGHv544Ou/9SIX7/6Ey5MVz/zWV9AMMgxa1xAh+QHtN2S/QdcGbQ2kmvrGM1TzfdLmgpw0qmklW60rosrkFAtr5+PL3H/bx9ak8VP3xjJ+FBV6HTxGl36CUtsApY0pnjgVtsqgRIBVWFBS/pvCGtomQSlDMkSdhFmlAt2iw01BiowyFoNUPK402aWil/4NJFIaGTZL3njjTV58/lXm845hc8bjB8cc3LxFN98hZ/DDQFu0AimeY5R+gFHS4TAS4aSxrBRWaWZNS1PVjP3A6Ed8lFSya2ds1ktUjoAoiOcY0cYQowxfTufeWksYh+09NA4jrbVoNElD1Vb0q5VoHlY1Co2xGlPVjJtLYk7FewuqxtF0lsq1KJvxccTqWhK1EDGVQFN1U2MahTKarqpKpiu36eBH8AHlDFFtLf+wSjH2I1q18GmXTTm2Aenaery+JqUfhWyWE6cnSg875UxSqahuXwm0UqwhJECVeRxt0TqThjUmxRI0ao4O91iuVozjgDUyOxlixPhIROjVYxxI0RMHTxwHNqsLCWROsaMdw7Dk4iRhU89u66hNCynx6MP7HD8+pu46mrbh5p1b3L59xLytZDaKaQ+XvcSg2DnYJQw3CcnjFVz2gaQdF8s1rp3D2Tmr1RpIMgKA3qpneC/K5qt1T4yB/d09qrbBlD7/tP3kmJkv5iij+eDBfVJK3DzcYVEbrKtRpTeZs2bZB5KDeVsX7zt9deGMMHOzyWV7lzUoinCGyZwjq2vX+SnHX02AylMxVcrWbbPwWnmdrwKULJjSK4qgtObBex9w/u77hJORL3/xFl9/7SZuvaSa7/Ka0Xz11UPeeOMB/8O/+TFvPxpZpySZtBHZkOwzyZdGe0oQE5iMjnLpdRHRxNS4pqWZzfnca69wdPOU4XKJMYZXXvg1+hhoF4fsNIrUb7h96whyJIc1zhb15DILkMcNVCPKRayuyRWoqkLVNXpnn6xrSFLOJq1lNoZpWDNfN+n9d3ZcDcx+1HjtEz0bOcGw7kmkovwNRmtcVUkvyVl0tALZWSn5Y0hCXBEv6UkECZlzUmQdyTlic6mojEJVMrS9Oj2jOjoiKAvOsB56qUx1wpmI9hGdhN5uco0Z4ezD+7yXFS+//BmO37/PH/2r/4lNTPz9/+x/T84aHQ06KLQRtpF4JsUye5dAF8ptFOkipSVAdN0cY47p+4005GOgtRqiyAoZDYkAWhQycsxo7YpjbcSngHJFjcLLeYshkULGVQ1+syETMVah0ORxg6pmJKtx9Qw37yBlXPY47TGVwtQOrRK2qlFujm0clRFblLZt0dpQNY6oEspeiR1PwUE7wxhEKUDnTKUcKaRiiZJIYXxCMPUXPTJC1ZY+xdV3r1xqy/6H7CcCjOZtq0B0OQWC80ruqyupokJI2ApBy3OP2TM8fEQ1G6mdJsdA03R03R1mqyWr1Qo/+mIHU5QkUmJrfKgze3tzmsZw42BBDJG6bZnt7GOqFrTBOUvXzdBNh61rslKMPrBabghjoF/1vPf+ffZmHfv7C5q6bM2lWjRG+oU7B3ssl2fsDD2HuyN9iEQUPo+0bcdmswGSKNTkTAyDyCgZzXqzwlYNbdsJqmGnXm2mqVpyVjIcrTRnJ6do7Vkvz3n1C4dYJ0Pz0fcMITOESFVX2KYjO+nJ5eCLP5WMKsv5veY8XnqAKismjc4rNO3pa+ZTB6iPZtmSvQiffxJ23NYG2//99ItJIEOCJpOD5wtf/hx//K/+gOXxis/fuUEMEbtzG9XIhtTuzfjsZ2+Suxn/9J99k+NlZp1E820KUnEYhR2WsgzNBA9K2HYJJXbdTU3XdJhuxu7dFc+dHRMm6rpxBFfRLY5Qsz28cQxxhfWJtm0xTYvKo2Tl8uZRKZBjL0KWlcOmKAvaaDK6CMtKRqqm4ciPZIZ/FccvKkW1/fmnYWQhMF0MsiEPOWO06On1aoOrHU3XUVmHUhZVdNGUUjKDEsAYSy7ZK5TBSi3fJ1sJDCqRrEJbS79Z43wQOay4Yb0WlQljdtCAjxsqo0jKiPmkM7z62hewdct6HNg92uc3f+93eOedD4j9gHI1yTiBKvJH3JOvQ9eZQoG+ev91VbHZbLhcLYtoaYFetsoZcmNmZAMKpZLWzhFSYhxH5ovF9rVaren7DX4c6eYLej+Kl5OpicmTfSRtLjHeEGMNztHVDV27oO06KgtNk2WGz0RwmZAjShmsMygnGm+TC6pWajtTI+w6iwGstvTrgZ2uZplGkrLoKEzWEP5yDbq/7IgZ7AS9cHVOVaFvKyQ4TIFLSCXC5GW7QSKJJKWbVc739Ws33RPL1YqffPAe794/Zb6oeeb2HdqmY767y97BLm3X4exITNIeMLVs4tGPJBJV3dCmSFXXLHZ2cMbQzRfUizlNt4OxTsgTMW33Q+0Mtlqg7t0kZy3D5UFsVi4v15BrqrrabpkKCTJN17B/cMhyvWa2aKhXFWolKiIyWlCThkCKYctITcETo6auOpq6EbTCWXIKogqvLevBk1TP/k6FUoq2bQghcfvwkJfu3sJWFSkbPrzwdM4y72qSbaR/GgKRLJmbtkJkyvJGJxkvpQWqznmCVssQeU5sHQyecvxSK6gpg7mKiOrnzsKn29UqhW4cz73yPP/H/+v/hf/2//3fsXPQYLoW2+0S14+p9nbI+45Z63hJK37/917m4cmai3Xg0XHPGKB2Nf0YyRmCjxgV0CqiTFGj0GKIp1WFdloa6vUOefeAMKzwq0t8v8JkUHlFGDJZO+pmh2Y+w1S1NPj9Rl5/GUxLwaOCKEsoXUNxnIwT7r292SieKnrrrvlv8/i5pag+TRWlFM4aYih4ug8CjYSpXwRKjVhTYUyQprYrjn4UDFtAGrFQyFfwI2QZrcqarB2mdlAp6tpKMqKE4rHqRz748D43jvYwWgGOmALKKLCGan/BonNENN578tize/sWXzq6JX0NYzBtTZw2tlRCSr4aqt1qniHMLqUU1skc0+nFkiEkhpAZkwToWAZ2Q/GWypN6hlyYbZWQfMAomRNLfiQWIlCMkRg81lh8DGhb049g1IhOHh3EDDHGxBAjWRmCqpg1FZpI5SxVW2GqzKy2ZG1QVmjJoAheNC7JUt2bSiSqYk6izoGwHsMYaCuHT5B9IKkMdsLtP+GRKXM2V/eE2m5kFFjuWvJUqpkcIykmiJFJ/U1NlVdZL6r0dVLZoybxUqUMq1Xm2z9+j9ffeQtb1zx37zm+/PlX+bWXn+GZW3tlBsqAmhQaKrwfMRsZ/M8pEowXYsngOTs7x4wj8zGxv79PVdVYa8kxMgwD4/kSrzW2qqlmM6q6oq0r8rwmxlYMLNXU80T6p0VIeDafs1jsoI/PqKqG9foxwxDwo99Kh8kaiWVdib6htVb6v2X9auPQyhF8pK0MXdeyu7ugMgoVI8uzC243Fdk1XLBgdbbhaK9h0WoCmZAyDo9SU21kULoqrsYi33uVsYlz9tWANNtNf+uR9ZTjEweoj+pTyeerzeyjUNHVxnL1mrWwF7bRUyJtoZc2DXdefIn/6D/5j1j/6JuYukE7S0Zgjqg0Z6eXvP/jN3nmxhH7rWX0I+80iQ9OZJYkJFcsxgMkLerlwcvlNgoVQxHPVBjVkExmtA3KtTTNAhd6vDJkpXG2wboGbWvMxLrKV1CBKrg3fgTnUCagYyBbSzZSRm95/ylfOzef9Ar8/NdnOuc5T0VsfuL6XD9+maaJWiucs3hvMAqxRkkiEquMRalEGAK9GjC6JucyP1HsyZXRwhIrUJ/SSujveqLAl/emNLapqOqaS3+JGnu00XRVTTubc//BI175zPNUtcUai/QeLTlFslLYusbpSgSDtYgO56RQ2lLVDdm6suFH2biLh9BWySA/mZnL/abYDAPHJ2ekLAQglMj4DIMXUzydy8BrWQsTeWQihSgR1TXGEIwpvjoQi+9Z7ZywtWKQ+TFflFUUBD+iQmSMlhCFgGFiR6ocOqxp1pZZV6M6sA2iTF6JqG1VVVfvyRipoLQiRXnnWYnfUA6BKiucqvHaMPgNdjs9/cmODEI80deeQ7wxyoecW1nPSa7hJFg6qeAj8k1RiX5EVqps9CW0FTLSlEZrV1PNZEh70/fsNDN2bj/DB5vI2//yj/i9L73Eq599CVMZGWZuGtpZhx9GdMqkMeCHHu893ns+eOsd/n9/8G8YlGP38IjPvvAMn3n+GY5u7HHnzi1mTUuyhmHTE4ee5EeqroNOZvSslrVHVqKnmKSFYFAkY3F1w2Jnl6bqgBWLnV0enL5HmijdxmBSLlqlSgbdlex5lbPYylJVNQmp3JXRWKsYNhvefPNtutoy62bUVc0z927Sz/cwwXPnoKarxXV8ud7QzgypQO9T0pDi5AAxMSOurwcZXCaLD5f0NYWb8HHHLw3iu16G25+S21fbTRyuNmUF28y4/LJ4WhVnVZU1l2cf4MKACwvp8xBImzUhRC5PT5nv73N07zabn/yEmTO88OJNaDe89e5DFovDEgQjpEiOETUN8VFgiRDK3xXfGJs0WbdQz3GtFt0pELfOYgkvNtIjOYXS39BXN0dO0kQ2ARUjRlvB6GNCpY+wVVShXW6rzl/+MZ3bQm7aNiU/+vf+atx8hZJdOSfeMT7S94NcWxLaAjERQhIfGx0hD0VRIQuhAgg5owtenksWTOlHKSVq87pyhVwQIYvliraG+WxBzonzs1Pm81p6WDERU0QrTe2D9ClVhhCwOjNWjqQNMSuChsoIpT3FMgk/MRwLa3AaoLxqvgvcd3F+wcXlhSQupSKYWIwhhq0ArKht+G21qo3BDz3ZWBTgrGW0ViAsVMmQA1oZnHHEHLGVInnNkMQ4JuWAI5AD5LRhjJ6zfo1t53RNixoMZsiktce1Izio5jJLZa0Ew6QyPoStNJNzMp/kfSQZhdYV47rHaVFY10ajYv7U5ptZa2JCTCHTNVSmrBtZyNPGXT5yLNe+7EfXWHrbJEyLPt40WzV1tZw1vPziM3zl+JwPPniHi9UpO43mb/7dv82DD97n7T/5Q+7dvcF8d0GlFLapqWdzbCUzmN4PqLX8teXpOf/0n//P/On33mZ261me2Z9x/OMH/C9//jrPHM35zJ1bvHzvgOdfeoHZbAc/rBmXYpGSUqSZdVjnivKKFtX5knRopbBKZo60seJUnYWhuVgs+ODDR1KdhCQeTUiSaLShriusNcQYMFGLPuWLLxAU9F4Gxp1W1O0eu7s7NNZx0BqOZpmDueNADTgDJMMwDGz6gfl8h0md4wlEpmTCqhA0FIUcgdr2e/JETsiZn7ViPnWAegKHLxf8YzkZUwVRjqk3tbUKvkZtzijG9Zr7r3+H5Ttvc+srf43WgYni3KitwSWF2u9Qizl7i1ZK7FHRVQoVM+2sJoSAS1ayCyW+NjopdLKoOKLCpjS5JRPXKFAGtKgnK1OWuZH5nKjEwC2HhAo9KUR0CJCErUZU5KDI3qJHmeUgRMbVJc4YsEYsQhDpFtm3Po5k+fQW0Baef9rjywOu4NbSB7yqtMn56nEyd3HtidNHnutTHEqBsoYcNHbWyPxPEigml75djhI8vRdX26g02lmGmLEq47SwsHTSormYQVuLNSV4qYQy4sUV1IqsNqRQo2JLq1q0zty7dwuLEjsOpehNpDYB9egEfvg649kx3Wyfqp4zqoSetTSHR3C4z2jAJcgmUUdL0gpvZRBUFSrtVfWUxEIjRtIQuViu2YRURIQbKicuuTZHEgNBG3I0YvseAsk5sjZgbaGvJ8YUMXUtdhvBk1VEq8ywuaDp9snaEMrjA+KKq1UmxIw3E2NS4UMgDgO235CaBr9YsEwdTW6pk6OyCr2O1I2ibjWm1tjOSXLgKrIKUgVGec8B8aCKzhKSp6odaqzx6+EJJOUXPnIuEKzd2rqXHXCLWkjVFMjJbyFWCVBpCwCaMkCq+OimyaTKt5XrUUZz68ZN/vbffoad+Q7/n3/wX7J68D6LRc3NL3+ee2pFuHhMfeuAumpo2g7XtigTqYKnGta4TUf0mf3dQL88Z28+4zd++7f4zNd/iy9++Qv84M+/yTf+4J/zj//1N7jR1Xz+7iFf/dJnuffi8+RsMN4XW4+E6mZoV5W9QZJ7a8S/SxX1lZQzVVMLzBtEoLdpKvp+xBgjg/8TE7Zo5Hkys52GX3v5Wf7e7/8er778PFFX/MM/+EP+5Htvc3jvOS6Wa84vVty/uGClV/zWb77AvhLXaJQja83Z+QWLw0NJ0MrHdsLJXDH5hDBR+u0Ug8dtU82UitgXOPfpa+YTB6hfRsatPvrFFKhyhhR5+O73WZ6e8Z3vvc/tnXd47bO3aBUkFXHdDDffo5o5nKlRAdrFDFNFbhwZHny4pNbT5qFKwzCiU0AZV5RGi6xMdIgOvNo28VQpXqMWJ89ctOTEj6ZkAsGDlxJ9mqzWgDKGHD0pjCRVU1WS2Q/9GmMdyhi0djIxrywK+1NQ35PQ27UfXgs2T78EE5up/N72aa4/eAJ/r2AOCXrXBumm9PNTHVks050hYItpnCXEgRiTqD4ohSvQntoqOUvDV03QzDVqsOjwRSKenDVqGq0o/hGiT+fQSuHHkbZpmM1nzGcLwcBJuCGRz065+P4PGd96h7Hv8W5DNzskGpnlCXdHEZ29dUh2kLXFK3FVnggbV9DeFPSv/u39yPnFBcMwoLKitoYcPDpHulnN+cUGYx3D6PF+pLaWTcHiRaNQLM6n+6xpGsYesBaNYxw2eD+iXUtlLNlqzHzGsFpCDFhtinBnQqzPVembeDabNesQaObSt+i1WMhYqyFbYQzWUHnQzmKS9C3yNpsU/TTlIJLxw0BIHuXUti/3aY5UrNxRETtZu2ctCIQ0JsmFsq/S5OEqVu/EVCwsiklegYPLXn8Fs6MQ5QbpAzd7+yxmu7zyxc/zew9/l3pnH71aUoWB3bZh7B2zrqPbPaDu5ihtMQasszR1yzjfRWlLGM+Ilxd8/uYdXv+f/xFNm/n6V17hC5//DM/fPOCd732XP/kX/5I//NZ3Wd7/gNdefYlnXvsCuzeOyLEhiWzK1g5dKozSZytajeSMKtBiYx0GzTB4clZFVBdRDxkF+qXcE4e7O7z67F1+7eaCx3/8B/g/7Lnz2hf5+ksv8uHjS77zne9ycOO2EC1S5IWjhqOZFU1D18haVMIGvFndQSu77XWiRNxYIzJVWetClLgmaTShfcrKvU4Ri/0ZPctfHX0dgJL/ZCD5ng/e/gsePzjj/LziG9/6EUd7Hc/dnBNDj1ML3OEBm7PHnC3fIYVAY3awTaa9POdov6GxBRdNUVSds1gTJwzGGcnCciQnj4oyoxNVIjMZbk2mW/LaUEayyJxQyZN9j1+eycappaehkkdZX8zuAlZHMpad/X0ev/8m2Q+iFuykmau1bLLXWUXX72/5+uob0611/XFPBKptwnn9SX46kj3x4xLUlJqe62dL4P9ChyqQbsykkGVyPFAMCQ0aSwwZV6uiaB4YhwGlKmwtTd1MEjNKlYsWmCJlj8JglQWViCZStZaE9HVszngvvkZGa6xzklVmUVg/f/99Tl5/nePH91kazfxmTZcuUBvPzGq6ty5ZPD7GvnQX//xN9M4ByTi0yuXGy1sKtqyN6SbUJAJjCJycncqwJKCIaJUwKtE1DWfnoJLCagPO4IzBy9AO1lqGnKWpnhJaGdBiWaJCRQojZMXY99TagdKFUKKouxnjZi2Dw0rh/UYGSgvLrK5rQpm9W19ckupA19ai/u4VKWqsCjRdS9iMuEZhK4WuFaZyYnmmIpFAQqjXtq7pxxFtNU6Zj0UDft5DaOpRBj6jJk19OUqvKcfiYDCV+6XHndKWGKFKBaWNRqbGCjgwtUZE/0V+XVtm8xmZxO0b+/x7f/Nv4IBZv8ZGQ3N4iDraQ1cVs/1dTFNLD1RrrK1wVUvbeLTKXKL47IsvYE2L1pFbRwfgRxoydeNonrnNzte+SvXbvwPJg18Ro8NWc5r5DlXbYm1V5LoMSYOOUe5rNQEcmTAEYj+gYyT7iDMOpUeR8yoahsEPkCLztuVotmC/q6nWp7z7+iNOnaHzgeNHf8y9u3/Ov//lv8H3fvgmp2fHpBS4M9O8dnefrjYYcYAk52IaqjNSQxtKSbdNzkgBQkLVVWlhSAo8kci2OsKJouEg98wvvYL6qzrK22F9fsL69IJH71+C1qx94h//82/x9/7j3+GosoSLFe3eDvHshP74EZrA2f1HNPsts05z6+4uylEy7kS2Jc1NSRgmWRa6SsL8yRTFbS1KFKJGMS2HqyafUMQjOXj85oK0ucA0c7J2Aj/EQPYjygYIAeKIV6JebTX45SW5brC5DPsZhzXtNsrkCVK/dkZ+VrE6BZQnvvFk9PmY37sqW7cV1E9dCT51e0xmbaNkV1njg7AoxccHfJ+oVCaMgdLdFiZfWbwphdKXBEqgQqXSANaoHLEaUqVoZzXWWTabDbaekZ1hvVxeKQcoJY3zpkZ1HZcx0HrFTrXAbRTj8pI+b1g1Bs4H9FtrDh69y97FZzj69a9hFjNCLDNLWl+DUa/OWMrCvrpYLtn0A0PwhYST6UyF0pn1ainutVpBjBitWG/WBF3jyhhCzrmw/eRGjiWDMM4Re0PXdtLPi4GsFbbqCFpLdmojxmVi9NTNTJh4ZSI+lMfPuk4o6jkx9GtiDNRNJwOX1pEHTUwaHzN20JhB4xqFNuCcwtYWjCZkoaBrK5CcsnXpNX+yI5NFCqEEn6w0KRlhR2pNuV0RnccgYyTIWjFTU16JdqIx4jowhUyZzSkpnp7sO8BWHa5uGVdL/MUJ+50QMkK/JKzEvqSZz+kO9+h29jBKxhuUAmU0prJUTUMmc3jrOf7+/+n/zIOHZ7x8fMrNZ+5QXz6Wqm7TY6zl4KtfpJvv4toG0zZo52iahqqSgCoisfqqBbJVcY9CLEgR70fOTo9JwTP0K6IfsDpiK828W0BObPoN0Xtm1nHUGWZqYDw/Y35wyOzmEV947hn2T95ktv4JN+4o7t7c4dHFSKUiz3eaF27NqTSABMjgI+thxFSSFE16gVOakHMiZmSP9RmtnED5255TFlUYeTByR4tn28cdv2IBasL4EueP73NxsuFy6WlmDaOPHJ+s+Af/8I/5z/7O1zDjMaqxHDxzm5N+jdGB5eUJ49mGnRv77O9VbDZCXEhZFCpUnibSpywsoFJAJ0vWARMNZsJtkZMXC3ZK+U5OiTgOxHGF7y9RfkTXAn8YV5PHnjCsxCBOJ1KfCC6Q6cTmPHhwBgKkojTdWCvNRoH4y7wAJdP76OdrXTw1wQDXTt3248mySsmOX2KAuqqaYFthXfUCy+drz/mJD5WwRhO1bBg5KYLP0idBeg0DI0qDq0RfbYqKYnY42SoUqHZiPqpERuAQrQy2snRz8XOKQVxoTdtxfHLC6D0+RozK1EpBVty6e4/Z177G4sPHGNPQtLuE4FmtHjIuPSf6gpVSrM7OuXjvQ+58GZmxKcSMmNMEHJXXZyAljDX4YWR5ecmm30jPDEQnsJuxv7PPh48eSpPbOJT1LNeTffdV36TtWnyp1IRUIV8bLWoTlStswhSx1KiUMZUjjh7XtBibaaoOlYRQkUIog8CaECP90NNUHc4YUvIMm0vG0OPijLZpmTmFT4YUFWMYUWuFrQPOWapGYb0QV7QuLL8EhCRqA+rTbSspprIBBiKKqA3RCgwsY41qq/EWsxiWkpFrkDPKGqw1OGuoJ6hpem4FKCMsOSWB37Udta3I2lJXFccffsi4uiQEj3aW3YNb1PM53d4hrmkB6avozNb52dQ1lkw9W+DHkd3dhnl7RNVW1DlTVzKXpvbnGKNxVUMzm9MsFujSK5zMCsvqR+Ur94VJDX07P5cT/WrNMHjC2BPHgTRs8CGxP+uoTaZqa1LjmFnDzd0O1iccVg2f+cxtXvv13+Doxi38Ww35vQ1tHPidr/8a/8V//U85tJ7fffmz1DUoo4oKuahRrJcrGlcXpCZJjMKQCtE8l/uhSHhsIUoZsckFvszbygo+2s548vgVC1CS5UQ/8Pj+fc5OlwQSzjiGlaeqKr7/o0f8P4d/zd//O1+m/vCEE1OhDp4l9EsMHbpf0p8PZGvxOlOlehukVM4iK5MjKRdGX/bEWCjLypBtGRhVk8+JsP7ypJYSAymsUeOaPKzRfUBXQ9Egi/hhQw4DeViRhp7czUkLRVIiHiuqvoFpc1FKyyDflsxwNV8zRYYtTf+qFVnOVfmcr77eBqfrP5y+vB7onkSnnoANP80Yy0cuJlZbog4i/RQDw2YkjqC0Zowe11lZ6EaGGU2O1ApUilvtLqW4osyqBGoEyhS8uE9iNMzv7GB3K9KHo6h62AOOlxsePjznzsEdWnE/RDlNbCu6F19gNJq03KCajFIO0+7T7kRu6lukWQsHu+iDA3Jbbzc3tC1WG1cVdlZJZpyCZxw3XGw2nPeebFqUH0njyOlwzunlmk0vJo7juCSHAZ8A7crAMoQ0kpH3n4OooLisGb0MJWcNIXmMtQz9hkYpiCNN3bAMI6mqiWgcjt3dGuMSWos47rDyjDrQ4dhcbHCdwyiLXw/0y55hHRn0irBYstjfp2orgTWtJgyZzXqFucy0zpFUwtUVTCoSKcBmJX2UT3pkCllAErUYBZ40RTFk25hHk5UWmAm2SYvAeqLxaJXFKMVW6oiia6AmBe6MtlK9qJyonOPo1m2UtqwvTgGoZjN2Do9od3aZ7e0JIWCahRNO59YVOecasyP9bh8yY7og9CvyuGY0Fa6pqGZzqmZG09ZUjZM+ls5XvW1FgY/LvVzgM0pipNU0LwfBe/ywplKJzeUpKWd2uwUzq3jtpWfJKnP84AFhHOnPj/n8szd44fYOu3dus9g/xNYtZv+IsLxJDiMv37lLo+GzN2fs71mpfDTizxYT4zjw+OFD7j57T9iCGlmPSNKbtCT/KouMnOxEU/V6NaQs2Yyk/3rKhj+miPqlB6i/rEH6UXLFkxCJlk2+X3H26JjlxQay4XK5pkoILry7z7/6iw95871/wv/hf/f7vPAbX4VbtzBZ4Y/P+OC732Lz9vdp9Ip6pyMWO+iUBBYSD5fSR0iJnLzsyEqRlCZFUcbOCFtPlyFK4e4DsSf7NYwb4maDX26IWkHfE0bJVsOwIeTM7DCCdrR7NcnUMFM4p4n9khgTCYMzdmsdcaXs/vTz+jT5Icnjc5n1kLN4vW21DUrbC/C05/7pKinz02jhL3ooFMZUWKPxhALZJYEvUiZEz6zeZbY/RzlzVbmmSI7gQ8a4WjJeJZuO7EShbEixSAspbKVp9xt0pwl5xKo5wzAQdMXrb7zJy88/x6KzxNaQlcI0LTEr2pdeJg0jKy/UdJsVTmts5QhNRWoqsGIUmAuILurL6drGJyraKYoh4Wa95vj4Mf1a/JFGxFJ98JEwhtJXy1SVYzOuS/9PUdUN2jpykU5KKTKOPR1iy1I5yziKv0/0A1prnHWFah/wq6UMX2ZFTpoUYbMJtFTUs4b5XKMOIkHD8nyFNoo4iqzPswfPc3F2wdnxKbHvOTles1xe0s475jui26aspq4biIGNlyFjn0bQkKNAr1qLYvqnOVKSrElruSdjVoSEwL9Kg8mkqMnGbDc9RSLlyTNKSB2KKzSgtJ7KehaSi/Q/DM5VmJxR1jGbL7BVzXjzJhmRdjLW4hYLkSgqkGsulvBbuoUW5ZioNd2uKDistCL0PUmBcw3dfE49n9G0rfxNK2QeS6G9b/vQUpvHXGztU5FXUmzhMa3F5XsYNrTOMNMQkuLFOwdUSjEsz/jcy8+xt3nM8nTgjbd+xJ9/8Cb6a1/i127flHkr54h1TbVzQB4j+zPLi/du84Vn95nXbjsPJ0tcxikuzi+4fecWw9hLT9aYbWJgrmm1KSUVllFSwW7lj6ZeFYBMdj3hPPzR46+0gvq51Qqmxyfw0XN68piTB4/IPhOLnUAMMh3tWs3RYs57Dx4w3nqW06ZjphsqW6FvtTxzcEj/2c/x5//ov8e9e87dF2variuvA65vxTFFCANaZ4glOxsTkYCyDUrLkC1A1pX8khd2l9IGt9gDN2Mkb29eHyKqcqQQ0G1He+Mept0jKENikJvMOJTORFMWaRluzPlKpv5nndMruZ1CglGT8OXTyQ3qZ0SopwUm+Z2S+XwKd9RcUsCUsnjmqKIIMW0iCXZ2dpjv7+LTSFJFQDJHWdhKvhYTNmmmTmoH2ubCvJTRAZ+h2a1od2sudcKPAzFGRj9yvlrxxrvvsLt4hR3nyqZeoeqK4DpCygQyxIyNEK0hGSVQrAKdJYOVBFd48YpcZhAnllWE6AmD5/TkjJPjU0iJ2moGo0WJAmFZyX2RGPu+zKcJ9IbWJCWq3MZaQuglYfMjWguzS2kRkO3Xnq7r8OOAw4ESVXRiIhvpBdmqJkXN8jISQmDX1Mz3axrraOqW87MzNhdr1puetmm4c+8WzUyzOd8QejhbnnJ6tuH89JxuvkPXzugWLXXrqIo6PUoM+siTweRPr7FfaM3IogMEslP6ymAw50xUWYwrFWStytCtlhwzy0CqJGX6asNXbL2IUpasXjRAhYKdywZqjMZ0Ha6qiqNzIikZzq667upGUgHB6AujDoShmjUYUHXNzt4edVUxDgMRcVmoq5qmaakqsbRXVl/Jwam8RS6E5FGgvRIIc5KEOhXUxWrFZr2iqhoan6mN4XCn4cb+nBuHh1gkmDx8+BAzjJhxIA893/zTb7NzZ5+j5z9Lqpwo+7e7JFtz8ugxR7PMZ+901JUlhrgVbM4xcf/DB2x8QFsrItAWcgjUXbttnWilSzInr5ssLr8TbDONASgpu1FZxlw+Lkb80gLUE5XQNEuXSyQtWbzSHx+0pu8PY+Di9DE5jGz6gO89zklmHQBLZL/T2O6I28+/hFUau1pj20zIA7Zq2H35c3zp7+7w3/+//h/MTjyLdgBTkb0FJxiuikFUfAGFL33AjMojGZlrwlSkaAADWlhFOWZM1qiqw+xkcifUT5UTpBFdKfR8RmtrdDOHZo5OBmMBlUSn0CBWC6oSSRw0abqIUDbm/FPn5vq/rytBTBn40zFdtb0OlEdcJ59d+/RXcqQkrLoQpdbT1kpPL0hQjylRdy1OVYx+QJFxTrx9jC7qHCkSc4Ec1LSZR5IKKBXIGpKB2V7H3s0Fj+2HxFFckS/GJSezhvPVivsnJ8ybjkplrHFoVxOKOEHIpcERMhBQMUlfR3w5iCqUQjqJ3uIkGQMlQ4wE71lfLHnw4X3Ozy+oqwpC5NEw4hOYMlgposiJcdPL7ysr1F40ddMI+8pIT0vs3xPeD8XcMohNvNZF0y8z+h6swRot2mtxQCnN0GuatiaGzDJs8HEkhIbdXUPd1ty8ccQwW/HuWx9wcvqYbHe5ce8Wq8UlDIk77SH37z/k/MElcbNkuV5xehrRtaZtGlxTU2lHzuKqm6LGWKHJf9JDKYUqBJgrCTBV+E1SqZYoRs6qeD+BWI6XEQWVRb9RF2RBIoBs9GoiBcm1k/ObSw9Lg5HhfFOQlpQyWWts3cjcVM7EnIt919X9prLUA1obslM4banrpohVC9xljMU6J4aFphj6JYB0reqU/lKiVGkpXpv7SmVdJpyxzNqOyxCIeSQrz6svvczdm4dcbgYObh7htOaH3/pTjpqKV196lnGz4tHlij//1g/4wld/i0Zr1LCWe6qe8/0f/Jhfuz1nv61JKWOdzB6mGLm4uODP/uxHfOHXXmU+n8swsYKgMmMIZZA+ist45poAg/SbZXezCB5cqlklVP+JuPK0468A4rv+Me2KskgkUj7991ISRQEfAymIW+j5ckOKCVvLpLP0bFp05Vk48KslO7s7rFZLPvjwjKObu7SLgdCP7N2+xW//rb/Nd/7Rf8fNGx221tQ5kYzGmlyYeBkoVg5lcl6GO/S2lBbnXSOiiJRCi7Jx6QZlEjZK+RtSjaambmowFpM1UTkaU5EMhN4ynl1S1ZbcVJiqxbqm9J+mPtNPi1l+3HH1mJ8O+k9UWlcNqadHo78k4f3k+bBCYUsVnDBa09Q1m1GGCduulQFC78kmicrDFt4BdBRRS6WLoeH0ubDyTAIl0ipZa0LyzA476nnFxf0RkIb7+fKCR2dn3F3d4Hx1QT1v0S7L7JBpMSRqFDEEchXwIWECwljRWgwXs0gzycKezqtsHsJaGlgvLzg/P+P45ITdnR20HXlw/IiL5TnZdaQYpI+YEsNmTQxBVKorh60c1lW4pqMfBlyWDTqpKFBmFsNBYwzBjyLCW+al+nGkqWakrMlZXFSNVXiVCHGkqmpigDhAf6Gpwojey7hZZme34/kXb/POT97h4fEj1Myxf7TL5ckj3MLy0t6zfFA/Zvloia0Mrq5EnFd7hmHDZr2EqIhRofVE4w+feMVAsZDfVvBPrulJtWMrnbaleJZ+hxJ5I/TUV5ZLFjWQlYx/oMipjLOoEoimuyRPaiC6tLwyVEL7Jl8bLSh/ewp0OpcBYKUkOBrRp6tSdXX3ldc2EQak1ZAKEaKQB7JISU1oSooSvHJKpCI0nHLGOsdid5d333qLrpsxayru3b7J0eEBd1zNg+NjloPHe4gtfOY3vkQ+O8F+5we8f3zO/fuP2H1xhooRlTIfnAfOlyNfeXYHW1UYo4lhJATPsFzx+L0Pca3l7rM3C5Qn8KYtEkopeKxTiB1FQsUrJY/rG8h1yTs5hXp73Z52/BVAfPmJVzRFUUA2H/3koruuDh2SZxhXLM+PiSmxXIu+lVwkGbQdhkG08bTh8vFjdg8N7711wv/9//bf8qWvfJH/7X/6N2h2FaqyPPvZV/nOv97l+HzDUWuJZkQlQyFcib14IR+kwggTnmTBfDPoKPNQWQvck5UMjoZSmmINUVtChoRFtQeoSmRpkvfUF2ds1ifkWcfZ/ffI6zOaOzfRrUa7qlhDT+cqP3FOrh8f/d7Tgtd17P8KO55weFXguqnyevJ3Px6F/TThCeqqoaoC3o7ksKHbqRg2AyoZYQBlRX+5wlQGnwPGIdmltlQ4GWx2uhjuIdYSWpF0IJpIIqJjRmHZMNAcddhOoYislxvaxrAZPO89OOHZ5zbcjSMheiofIQ4kF9HWEUtGbDIyalAV08Bc7DUQTF0IEaCyDHnr4EnDmqFfsbxY88GjBygVOdxtCalnubxEK0PbdlxcrFE2M2zW+GGQc24NWIdtZ2ArCeRK6NzZiNqIxmK1sLq0UsQMytQEP2Cs0KtVSOKLRJbGc/A4l4k+4jEyaJkVq7UnR01QI/vWEuKGmTHce+4Z3n37HT54823cqy9ha0d/vsLd6JjfmpNVhAg6W7pFx+yoY6MiOSvSmPHrkegD1lWsTx5+8jWjFNhpuPa6fmcuwUNgvIjMOk3ae1vV7BIExIl36qXq8hxJktBcCEeiH8ToR0JKmCn5APEZQxhsrqnlxeW0VVrJkzagFpUTmeEbRQHDSj/VIntEmsy0ckGSchEIzhFyKOapUwBOhXVcVlsJyMRILm0O6Y1Zbt+7w/ffepsUE7NuTlXXJKMwlebm/oLV5QrXOB6fnvH45JyX7tziXj9g15H3Xn+Dzz97D1s1DLrjn/+bH/PSDcvRXBTt4zgyrNcAPHh4gm07FvtHzOcLCurKpNBhcipCzHIdrou/irPxlPBfTzrKMDaK/DPEsn9pAeqJQVOuNsDrG2HO1x2hrr63FdnMkRA2kAY26w3DKJlY8F5mQWJZRDpjUuZf/9N/wd9a/Acs6j2OHwf+v//NN9g/POA//k9/mzGOtPMZL331q7zzR/+S/YMdgvPomDBGkbSoPkiVp0uvI2L1pA2lgbBtWuZimqcRsVmMA2MIpsbEjFsP+MsVOTzELeZoV5PGwMlP3iLpCl68i2ktbb1AVWLWZ129JQY8ad+gfurf17//UbLE9e9f/94T513Je93C6D9nX/DnfNjTD61ws479pkapzMXYY5yimTvCIK7CphJh04TB50jOGm/EG6qxDcY1GKdROqN0wpiMMgmtIkEFUioU6jQwjopm1rI42uP07YeMmyWL2QHzG3e4/cqXeed4ydHBiqO9SFNFtA4UJRiBQSd0XKktQ08h+L/KAaUEVw9+gBzRORHHEb/pWa3WHB8fM/Ybjg72Wa42GK1ZbQbabo4tVvY+jIQgA5TKWGxVoW2NqyqyuVKOmFyHpwQhhCCMNC2B0xjLOPaSZadE8B43r8lk/BAkm01l7Za1obUijAPLtRcFeJO5fdThbGRvofE39vnRG2/z6J2HPP/cHUJcs1ltaKqKtJjR1jPOTy64uFjS7i7odud4HeRvN5Xo9mEw7tNsKwqrHVoMcUSvUEkQNkpPlKDSo2SiBF0FJq2KWbwkMmJrc4VpT8KxEgSkQgl+EHmqUPQhS48054R2TqR4Sp8ob8uC0vQqCUxErFRyGHGqRakyZ1X2Xl1IAhmKhmAkx7Dd0CfmbkrpWmDKJERDVBxy47Vrqblx4ybPHB3xozd+gh9H/DiQY0e/vEQnT6UCh/s7DDnyxo/fZr/ruPHCi+Sl52Kz4fid17n97Iv88OEFZ2cX/P5rX6CrBU5er5Y0VcPp8Rl7h4f84Adv8trnXqBxeruXyCkV+xuJvxLgdTlHWyX5XCw91RQfJnKJyL9sdfqecvzCK+mK/lwu0BPHk8OLE/i0hZuuV1fXKivK5qCVAd+jSPRDEr06KxDGrGnJZMahR1lD6AMmJ/74f/oGv/Mf/C1+6699lX/2P/4Fr//oA3RwBBUIxnD0/At84x+f8/LlBrew1A6yCmSnyFEVFYcsEh16oq5SBgUDsby+mCIpBIbTM9SYZI7COELIhONzxgenxIsV9dhjskJXM9TOHm73Nge//kX623tsqoiLl2RA21YYah9zYT5aMV0PWh8NPtPPn3atJnw3cy2j/JkX+Gf98Bc/ksns7O5hdGZYXXJ5dko9d2gr7EpVgbLgg0cVR9mYoLE1ylSAK4FV+i0oIUakNJDzAHkQjD4YVLBobTi4d4v3v3eK2njImS//tX+Pey+8xun9N/nhW29za2ePtuloak0MyOxb+S/rCS4SgsZWLDCLxUWOXmCRGPHBs1mvuDw/Z71a4kNkf2eHYQyEkBiGkawMddMRIqKwHzcE36Oy9DpcVVO18+1Am9FF2qdkpCkKwcFaS5r8orRmGHoysqHVdU1MqcxHVYy9Fzi8UJNF7dtDNigd8ePIxfmAZo7Jmf09izJLdndm3Ni/weXJGn8UBLLzEVtU6euu5kZ1xDtvvscHbz9g9+4NzK4h6zIDYwBjtsH9Ex1KfK+mRFYClBbpp62iu8LlK+HlDNv3uv09xVXpOx05Q5rmIAuEliLD2Ms51po00V6jVGfGGnIQlfsJsxLJJVGCQSuhVSvwGcZ+QGWoWkmypoC2faVJxAGm3lJMBcIjixxbeW2TJUikVE7FeFUeK6+xm3V85uWXePTwASEHLi/OaWuLyRHllyxPznjh2duou/f48N33ePPROV958RX28iNWD97n9GQPdSPwj/7Fn/Dc7oyurciMXF6saLsZQz/Sbzb41ZqY4dbB4gl47nrzQILQlTBsKtX+1QOm5HgSQdCkovDxszadXyhAZcRrfvqbWziWaaNM29kF+YHZBqbpIkwK1FAo1aVEz7kYa23OyWEk+Ci4rjF4P8hgpBY13sZV+JQIyfHtb/2A/Tu3+Tt/9zM8/9kZ3sPl+THt/gKtM7O9HZa95f6H5zRuTmWtkCCMgyQ6UHkCDMoCzaVnRopgHMrIHNRm6Hnw9n3cWc8iGdKqJywDaojkXnopoXXotqI93GPn+ReZv/RZxmduQm3p1ChzVClj6o6spWrU6KcGmKf1lH7WY56US7oW3K7ZC1zjUvzM42rh/eWP/bgj50QOPSnVuNpy8+5tXGW5OD2nrWtpRjuxskgxMvYjtrK0ysmkv3akbEkp4FDkAgukHMhEaRiHiB8iKWj8akQNGrM3ozvs6N9b49PAyekjvvwbByzazPfe/yHf/eH32Ft0KHYwrhajNy1WCiikr5SFpZVjBAIpe+kBePmMj6z6Ncvlkn4YMFXFbtPRD5eSSB1vOLk4J2aEOOAjKY6M/ZIcRRHC1o0EYaPFjkUjMk3OEcNAVVX0fb8NQuNkvVF6V41pRN9PaXkNLmCcxhaFdKMSxhaacpS+qbU1KfXEMbBa9TIAraCuFcZqbt28Tb96l4vTC3ZuzQjrDVpnamtRydM4y40bu5yd97zzxlvs39xj92CONZoQMsb5TwEKy7qzGkrKKAFKC417Yg1mhdD61bUsvSRu19EG6VFdjV1IfweB5lJi6jx5PzKMvfQ2k9yLKZYhXsD4kWmAekKBlBFFca2vNmEJdmNREtfYRjygRBuwrKXgi4P21cdUOWV1rd+UswSvCeLb9vWLY4JSKGs5vH2Tz33hs/SrJW1tif2SWdegTMfhZ26yd+MeKRu63QU//uGPWJ0eY/szTAw8Xm749p98n4fHF3z9hefIOXF6ccZ8sSAm+Mmbb3F4cMgf/etv8h/+h7+LddVVoJWTUYoOjcol3Kin9J22auXxCpIpmo5Zmavq6ynHLxSgUkqsx/4aTGfKxS9Z/BZbnSJX2NIUU0oYDVpVTFPRXIOlYoyMYc3m8oS0WeP7/iq7yBL0vA94H9Da45xjvV5iXMV/9V/8Y37/7/51fv1rX+To9rNkExnHAbtZcfH4EScPlnzgDHs7GacMnapQbpQAGg0Gy5UpydUOrpAerLaWrBwz1/LS1/dRj89R7z3CnizJuzU5ZBKaUDna23fQR3vorqWKmo3vUXhhDCrIqsaqydNIgvQ0af1pjuvV1Ufhwel0T+9pmxzw9MprWk6ftpjSZMLmktOxRyEVQDffo20XjH2P1pY+eMbeMwwDKSnmsznW1mRlCUlgm7ZuaTup2HP2Mh4QE2EYGYeR6BX9qif3mrCB5DSHd4748P67rDdLfvKDb/P8nWeZz+e88/YbcN7xmeeeY+gHZu2czs1oqlr2La0KlX1iT3liGiEGfAzi+TP2jP3AGCOeJMoNSiSyKm+59CvW6w3np5doWxGiwnvP6AdSEgFT5xy1cyREiHNYXWArU1xbFSFE6roiwxNzct5LVRhj0TlJIq00sR3FFsOSs9gspLI2pMkvCtLO1WgUm80arCLoilmY4brErILDvV1OLy7Yv3eINh7lRyrnsFljtcY1mpvzfRa7HWePznl0vOLg1gGzWYeL0+jsJzsUUJWehWZau6qIZCeUMoUVrArLT203xUlo+Pqxtd1IE/FguhG2yqXEGNhs1igyrlichCAzaMuliPaSInkc8d6jnKWdL+jmC6y1KKWJ3uPHgXHoiQUObHJCVdVW8V6lLNJUZT+7HpzS1kJ+CkzykdX0/q72J1kT0itydcXNWzdR3KAymbP77zL2G577zOepXYtWipP33ubiJ9+n/+Bd3l2d8IXXXmGxOOB7P3nAh1zgVPFA8yObYUVVN3z4wX2cdXznW3/BF3/tFY4O90TAeUoUudo7ZA6TEnSmXpTaojXq6n9QoNnrvYMn1HE+cvxiASon1n74qe9PeK9Jpryg6YVHUrxi9GSuzNieRjP3IZAjnD++IAVR/E7eb39Ha9GkkiBlySljLYTe81/95/8DP/ruh/z6736RW8+/wGw+Y/Xwkn/23/xD9tvIrYOG/rJn6dYiflkJRGBMI8EiT9I/V1DfttxQCm1rtK0ka2sa1E7DcP8x6sNT4vEF+mJkZjtiV6F1IpxkNpsl+dYhdT4kZiM7v67QxhKTWE9Ix/Gnb+mfFbD+Mobf0xhQ2xL7L4s6U0KYP32Aiinx+P4jNstNyfigmy2YL/bYOdxn9IHxciDlQO0qtJINe8wei6Jr5uzt7VG1AW17UjL4YIjBMK4z4zIxrDN9Hxk2GT8AWWGUZf7iLrOH56weXtJvzvgf/8F/zvHDS7pdw8K+SMqRdX/GxcUpVldlRqXBVg6jUsmfhIQhfSex/DbaEEMkleaVNgZrLc5IcAkqcd4veXRxyunyEtPs4eOI9wMpgFIW4ypc06JL4El+gBiJfkQVWwURShWW3uA9rq63cJFzTua8vCSD2hiMrsAHIXzkRAgRo2uRSLIKpxIhDGTToFyNdhXOVWyGDdlfkpuKJlQMRHYWN7jYjKxPe+ZNI/BqSjhAq0RFpuoqmq5iseiIm5HlesXJh5ckkugqfsJDKa413NU2SZwAPVUs4JXSTCK5lIA1JWiJj6AJ5f/qWpaWE6iy4eosMj690njtUSjCODKsl2xiYrPekMYNpEQII5vlGcFH9vcPuXn7Fs18gcIw9D2bYRTR6Sw6ijlFjFFbIgRc0fCnwDQFqzTNO1HQBxLZ6CvoQ5f9CdHqs3VFM9bs7O2itWZcnpI3a2zTEFaXRL2S5DkGbt97hp35gpPzS/L+M/z569/n7YfnmJ2MQdHVif78GOcqfFBses/64pTPvPIir37+FaGVX10leALGTVfxZ+ojTNdLG4Ff0eQi0DvJuj19n3ry+IUClFaaqgys5m15N1UbGquFdUTJ2k1pNE7BxWiFudYIljdUmDhaozI4U7NajaSYqCrDOCrGkAlG9LlSgr73GNOQokapwM6OY/lgyR/+mz/kz771bXYOb3B4sMPF+RmP3nyD3//6PXbnmbZquTi/RBtQBuouo5IqUkficKqUWF/LZqAgSzaXssj4u2xJLuMXM3SlUDdq1PkC//Cck9MV6vQ97OqYtOio7h6gXrnDptFYo3AovDYEFDGCTUV6qUCgU/b3tB7Tdmn8JWy+jyQnct22D5ZPW1Vnpsbm9b+Zr0r0TxuhlMa4DldbclEd8DEzjDKwnGIkjiNhEyBXAl+NhkZ17O4csLPoaNqMqSIZT4gj4zjSbzx+gH4tAWoYoN94eQ4tfcX54YLDF28Q1yOxH7jxwj2WakV/sWT0QXo/TtRzYoT1sMbHkTpUWCuQkkB+JaEyRowXk8xzySajkOm86XEyJtEPI8v1GmU0PnpCVIxDjzGWnAPtbI6xTmCcIOKzlXP0Y8DWcrOH4MkxilZeTkJJt4bkBUqu65o+jGQUw+ix1hHiUKqFRIoB7xXZibFjCB7jKjE3RO7LqnY4nQmbgfV6JNPSNi2XK4/SHWcnG5pbB2Q8Tsu9wpBokPMQdCa4hMGwU+/QzIJUsj8jefo5Fo30LrgKOlCqo6nHNPUyJKPcsvSmSkNvqyQJcCnl4v1UHgQy2pgz02xiiIG42eCMWLgHP4owgLZchsCPv/sXqJRYry75iz/+Y9ZnlyhlePEzL/Llr3yZvcMjkrbMDg6ZL3YZM0IMiJHKGQmE5TVNCvcpiXGmwHqZOOnuwRWhoCjZTPAmqmz1SowsvbXMFzukHBnOHtHM97hx5w7j6ox6vk+3u0O3u4e6c5ez99/l+x9+iz/9l9/kBx8ec8NpZn5k3nUc7DUMOdC4Oe+//TYpe778ta+yv7cohBVKoCxY4zWkJqcpkSj0lGkTUgq03vbMprP/BFal2fpyPe34hQNUZ5ptRTNhh1MA0qpIkSjKIrseiJBp+GswFNcWn9IK36+5PF8y9ILnKjy1c6yT3IjWiuX7OI5UtSdGj9KG2s6xZiClHt8nHrz1Lh/+eKBuWvCZfgjE6NlZ7EIfODs9A53ZU3N5cZVGZU3KMmiIzeRc4EulUTGilcfgSMgwn3UyuJd1Jtsas7eLCYkUIOsK1Xb43R3sfAdxbBHfmawUPka0qggRrC0l/FMIEfDx35/+/dQjX0F7ZIr+n/xo4qZt18NTNpMpYSso7Cc/shJIc9ZiXUVnCwcr9vSbS+LoGdYjfgMhamyV2TvaZ3/vNm3TYV0msSSGNSiPDwPBexG7DproNTnakqVaVAlyVmusNRw9f5Ph0SWrB+f4/Ypnb73Aw2+8LqKv1uGsEgsMo4jxamAwljfttN4GexHYpcAbV75NkwqI1oYYB3LWhJCwtiIF0ecax7F4HCm62YKqqoixNOqzJoQgiutbvTVd/qbA4xZDHP2WOBFCoK6r7evVSmBAH5KoThi7tS5xjZW+MFEYkBbC2OOcJY4eo2U4OCVPiFHo1ramqhd433Ny2jNrLI1GGvBl/koHwIlf2qT+XznF/KDljU/F4iv7H2zvC5EumgIWZXEWNQ/UT22Y8hyTKsmEgkxrWV0lYKWv5coeNoYR72XgNheb+3bWcWe+w9CveeuH32XYrLhz71m4A1XdkEbP26+/ztnjE+689Bna2YKqaUFlwtBDDkRXyWyaFogrl9c3iVhPUN+T93Z570Zm/7ZqI5SWQ8gYHdHWYnIibgbC5QV3XnyJG7efYRw32LrFork4O+ONN97kj7/9Q77z1kM22RKVE8kvIvduHbJbN4wXD7j/3ofs7t7gs5/7NeaLDp0Dk06oujrVW0gVytfabPf2cutvq9ypvFLlim21t5Wgah8XnOAXDFAKsK4Mtuap+Zi3PRQ1yYxMfY/pl554hukCXC2k6TA6EfoNFyeXjL4MpFmRbAe2dtkxyjxUzIl+6DnaWzBvGzabUTIW61hvVpCT9BOyJoRIVSmOuhnHJ4nzswtIht3dTJ5ZYd5lmbUiieW31kWov+zW2YsOGEYLw8kpmVVxMkCXcyZYg9KVzJ00ndCIy0antCb4QMwJ7Qq1PiWctR9bFX1csLp+fByBYnujf+QKPAHhbZ8yP/mg7d9/6p/8uQ7B0xW2qqlsTWWF8BBjoB8CeYyEdWBcZ7RzHOzvcfPuIbOFQek1g0+McUS7QCbjxyBWC8mJGV+0BFFaxRqLzma7RpJTVAeOo5f3GTdrHr7/AV/7669xMFrCow3OibZdMJGUNDqKKrXsWxJ0UgJbhEclVqQC/cq1nrTHcukJKWUYfcJohx88JE0aPb4fQSvqWUe3qPA+4qxjuVyRlcV4L7MiWTGOnrYy2+Ck0RgUIQSapgEN4zBs/37wAWPkNq6qmhA8tTY0zhFiwipNHzzOVYz9Go2ol8QQcJVj7AdhzRV2XD+OJKWoXFuElaEfDYGBRXAlEHU4a7F5FHWHDD5GfIp4Pm1SI1Xl9X6SqGBr0FmkjJggjgL8FUksuVcEXMoTq2ALDiKOrpTYVP6PRoJ2qYzHfsCUZ7DGQVNhXc2t517EpyS9x6A4unmbo1u3mXcz6srRzHaY7+7i2hZrReQ49D1hGLZtDlVkgJTW24HfLWNPUTRBKZWfKuSmkoTo8p7KwDEl2RfUITGcHRM3K/Iw0C9PsU3H6nLJN7/zQ/6Xb/6Q7731HsbV7JoO7UdCHPDa0todDrqK8+NH1Dpx4/Y9Fk1DW1shdBX4bqpSVdnUFVzR4WGbXEmPSZdZQdDKiGUKejuPmbZw65WlyMcdv1iqo0SBZbvNpSeffivM+JS/+POQADbLM8bVin49Qi5smpJZhBDKsKYpNNsBZR2r9YZ5W9E1NU1l8WNAgzS9kygRpCiv11qFrSuODjWXq5F+veHcD8x8ot3J6JSwdZG9sZXkWmFiJMr7S1mhcw1GCdPM1mSXZd5BKRpd7OSVA9sU3bkpYCs2mw2uqWXmqjNbooi+5p760fP1s4LU04LWteL0qce2PTwFqY889gom/Pjm5c9z5JSptKUyDpNAjRFNIg4ZPViGTWC9Ghj7QOMs2Qys+0eMKlPPFC4YsSIwbvteU1T4MRNGQwy6uHqCNgqVioq1q4lWUdWZo+eP2FwOfPD99zh784SXX36Wvj6mKaoIYmwoDLdMoTU7mc8wSqCU6WaSExOv3WBsvaa2JIYx4n1iGIIIuCKuq85UzGYLNuOlrOeJzemuzrHA4YmUZM1YYzEZEX8NUYKRNSJ1NAw0dUUMHkqiY0yFT5GcRIx3Gt2wVuxHlC7iqkEqpzgkZm3L6IVZVjlHSIHNOBCzwinNEAJZ1xhnOV1uaGvNzGl0nRhzxOeASomQM57EOKZPhQynnBmDL4O2qmi7CSSZIuikmXodEwSYS4U0scWyUsWyRkgRMmStBIIqSuZX6I1GFPIls485Q47lHimQmjV0OzvcvvMcOUU2l0u62S67R0fM5jNcVVFVDa5yaCMVbY6RmBN+M5KHkSkB1FOlUT7nLNDe9H4Eyiv7wVQ3bl/vtI9MdO6MURmdPGePPmC1PGN4s+fhwxZXz/iT733IP/n2j1n2ifV6w/6eZq+1+I1Ib0UNFZF5lTg8OiQmj9WOnZ1FsR3KTzglTBnvtC9PhzG2FCdKhtyV1EpX7R6NWF7LoZjGjv7yHeYT1OLXgtK1XhI/tSnmq5P7tGfJefuYnDIxBo4f3md1uWIYEqOX8jb5hDZWjNaSKEgbo/Ahio+S0izXIzcOdpk1jlXOhHGk7Vr6sWdWqJ5KGyKZurLUNqOsoa4D43rg4vQU7wOznQUqg61rJnvwSaZJTVptlUGIFEaitbIkZWTI0liUkSFflcUDSaHKhH8ihZ7Li1MO6hsoI3pXTput0vpPneftOc1X33vq548c2xL8iad66m9cvzzXfyZB7uPInz/vkVEhYozkSjF5xrGn32wI48h6vRI/m5jwfs356ftsRkM1s3S7Hd1sB2vbgslrNBqdNGM/MvZCLTdasvqck/QVKsB4TGVRJmNuNNz73LOsH17y/T/9IQezXe4eHkrzuczYoCDGPEHmol6hTLk5M0pf9Vtz0qSkpdNhjBhelhMWYyQMA5cXF6z6njGKjpvWjrrrCEVzTYXIZjOWTUqqoLppyKFHqQjZkvxIRGPrlqQiKULOAWcbcoQhDWTlcM1MqjUSUUWUU4TsqaoaP0RijtS2hjBKlpsEYVBaSCz9MIiwrIGQQrF+gRwGxgwhaaIJYETp3V9e4p1iV88JLhENZCuGhY22uDFse0ifaMVkISLIOIqR6jDlyRtP+h1TP+YjmTg5bmGoTBbqPmJSmZT8njZFgLY8n4qZWKj2kzyS91Hud9tAVhht0Z1l9+YRGEO/vMRWNTsHh7imwjrx9hIpt0zynhikZ660I6SeEDziLj3tmeIBNQ3qT4PGGCP7Hhm0wIJZ6TKHVWDLWFQmVCaXn6uqY3HnebSFytWsh8gP3n/I5bpH1x26clsYuak1s2aHm7OGnbbi+efu0lQVQ6/IMVLPu8LbmogplJq0CNoWeGwiO0zSVBJ4LSgjgSVTWJQSvLYFzMcQ5Z52/MIBatuQhCcz75/6Wz/nIk2QQmTYnDMMa6xxpCiR2loxs5PMJklmUSzZSxcAazSXm552XeGMkBFwMrVcOUdTSSVkXEUAkk4YW1GbhLFQVZm+14zDhovHnnpo6HYWuHaGrhwkhYoRTCzKHEYWRcwoVaNMlgG/ghWk0rvKCmypQkKWG+zN11/n9PyYtnPMqoqUE9Y1MsX+EZKEZCByGpWeMkJK8LmCR6+usWygVzjwVSsyqZ++Gtfh1y22/JHH5Hz9wZ/gyGwt3kc/EuOI9yN+iGzWAzFAbStR78iJ5fkFbrTM8xznNH0CGHFOFnpOGRUTcfSE4EWk1UwbFWir0UbmjipncM6gbMX+c7u8+lu/xjf/52/y7k/e4uWvfE02A6Ux1pbqNTLJrxgtVt65+OaJbWXRQSNvb9tcbtYp2QreE4IE3pgTVVWxicisV4K+XxcH1IEQE1obmrphDKPMWI0DVlnqtmFThrK0NYRiSTCOnrZFZqLCSMygXSUyR0nOhU4G70cqV2OMJoSRqm5lrWVLGAcUibZtSRSac/BgdaFMK4ySLX8z9KKunjXLdYS6YmYd2hlW6zV1Z1Fe+nJRZbLVxcPr0xyyAeesygBwFDFTJfVRNgqVrkgRwhpTW9gr5wxJXckFpbJ2tAEjChRaleS4RL2cJ/QnYJ37/7f3Z8+eZdd9J/bZwxl/051yzsrKmguFQqEAAgRIgKBIihQ1taWQmlY45Omhw+Hwi/8LvznC9qsf7KduRTi63WGpuyVSreZMUMQMFAo1ZWblnHnH33SGPflh7/O7WQUUSBRIquy4C5Gom7+893fvPWefvfZa6zvgTTwMO2sx1pJZCy6QyZzt3XPYyQyVa+rRNOo5SgnBRd6ktzgRMN7GcUHa2iNC70lR2NjCkzIddIRCChU9trRM++yTm/qQJj6IYhRSI/OS3StP0xw/xomAKkqcbTleNGilUDrDKAsi2n9M84ILeztcno3JzAkZLnK3+uhrlykRi8oQ956h4zJsFBHUFhXhpYqIwqE6RWqi7kdgGHwPajxDfFSn6CfF36ph4U/Uj4tnHeaH9wm248GDB1jnULp44mtCctlMX+NDQkQFyrKkXyzp+x6dRm6ZVoDbOGtqrRJJUSNEnuYUsTTVWqK0Ii88bduzWs5puoZ6NKUej5B5HhWKpQOdFnXwyLyMH7tkVKWG8je2h4IA5yPp10mJbQ1/9nt/yOWnz9FcOsdsZy+pTldRJcAP3IL4Oz5520IgEgKHTfGJ1zeJKJxWTR+46eHD7xXS9xlaHHzg7z9xzvWxyyhBCJK+NXhj6Lsutr2MJViJ9HnkGdkGFzw+gLMCicE7g84b8jxDKZNoAZFLgnMRbKslqHjKlFJHwq2Os6UsK9BFzFYmBHavn+f17lUevXMLt1ihrId8aLtE9XRgY7k9AHfifEOkalb8xIcrhICzjr437O8foLRid2ebo0WDtyCrEmcC0nqCdQgVN6M8L7DObIAHIUkW2RAgIQWdM9HCQcgN2kxKtYH9ivTzBxkRrlleYnqblBEUztsorSTjIUGk2YWzlsl4wvF8gcpje0wQdRBj9QCjrORoPse2hroY0RmH6210B84MXQdKaIRSeA1kkOXVE4i5jxGBuJET504hgJcBJUhHA5nmHWyQzoKo5uASJyyEqOpOiFVUQBBUFNvF+Wj2qgKDqJxMCjggYuUgFcIHTNfy+P4DxHLF6ofvsrt7kYuf/SxFldHde8x8/T7F7jbFuW1EmUXAgzHYvo+iA8YmgQIiajWC9DaGjjIhhCHx1NQpGIcnDkGB2C4PYtgvOYXqSInQUbyVECirMUIrVqtjluuWPNPUVYFwhlILxtpxblrzzOXzZM7gSehUIsr24uVrCBFbrSqpZ2wOuGF4XlLrc8AdyNRRkmkHTryxdDM+3Fr7wLOz+fgjlszfeIL6aYN9fKyMerPm8b33KHRgMZ+jtWIQ7B/IeLEnG0OIWKZba6jqGrmO7PosU+AdmY7Ye6kUOpPoXEbLDkHC5cc5FiFE8pl0ZIVD5xpjPKY3dPM5dr1Gj2ryvEDonJD3UWDU9Wg3RjtLyGLCQkZVYKd05Lf4CB23CSjwrT/5Bje/9xa70wzRt1FhIUT5mywr40IMQwW0Odyl3xdO+888WRyxubMbnSt+7GYLTquhUyLv6d9P78np9/upCeuvGkKAj605vES6gDQB2kAwgt4NJ8oo/iuUIEiNawS96AhlbCvpQuM6h3FRj04JGQ0OtYobjSBu+rkmy/OYZDKFDSCcQCFZ9WtGuxNe1K8QfIbWRWodRQWHOOcAUlUxIOSGC+hTgnpSkHcY5FvrMMZxcrLEScnVp69hb99lazZGr3oO2xVeZIBE6KhuH7o+wtC9Y3drm/0H98EbjFdRGTzT2L7HGoPWBXlW0XtoOsNkVqOCoG3bKHNEjy5KumAQWqMyjXGWrFS4rsdnsXUns4D3hrZtEXlBv14zHVWs2qi3J7MMh0DmOd5aqrImz0vu379PYyyjeobIKpwwoEq09kgXvdqyPCfLotrFz2XJLEiVULwX0dYidgECjsFuQwxlP4LgI1fIp1ZdGAjMgxYhAiF89FOSlhB0lJpK304M7ycl3huUFlgvwHke3rrFjW/8APPuI8ZZxaWvf4e6yjl69JgQAsVkxM71q5z71POMrl1ClAVN39C3a7x1CWATeZXDoxYPm/EB9whESIoyQhNRfmJjqipS8vQbq5CkOuEd+AS1Dx7no25glhdYY1mcLBFCMK5rptMRszJnKxdcKhW4HiUVW3VGr3ryrMaZDl1NyMpsM3eS6b/x+8akJIabFMRmHz1V+BCbNmdIyMPhKxQhEZj/6tUT/DwJ6iPWYHjyo/ChV+OhBj+cA1zM2l2/pDNzQrumX/cg0ulxoz0GWmcRMZQsF5z3eOcQxDaRMS1FpvAJcpxnBc47ylxT5FkcYIoIShiEOAMgRYUW0Qk3ExqtPEWW46zHGotpW0zbRdOyvEDUFaq3ZF1PVtXI0kPWEaRGuwqRj3BG0IfIyOht4Ft/8W1ufP9tal3w+PZ9uuWcg8d32Dn3FNZa8iz1c70j+UywkWg5XRJDF++nhhBPzp/EJjttnufw5MIY2lTxzZ9Mbj8XEmvz7gKCQgSF6ztwEhmi106WyGZBKELyxlFaIzIdK2ANhA7Xe1qX2j1SovM4sNdapZlRfNgH2+24IQhciIkpWGjmK9Q6MK1nTIqSLTHGSoVWbGSghoT0ZGIWQ+d9qOKfSE7pF9yAI6x1NE3DU9efpus66rxgWpSsThZIB15lhEzhfKzwpIktw+lsStM0seIRsVKy3jOdbrP/6D7eW6SsEEkBwoa4VpVSFEVBCIFMR1RjWdYE61Ayx9gGayJCz5gWWWogGiZ2yWV6uViyk21RZgKwSJkTgkARk3/fg1YF08k2q5M5fdPGIb/KaIlq3WUpyBKnTXkYZdlfaeP56QsnbszpRhDEYCoYyavx4PPkvdBxLXkR+UOBDfKXEKvLdAIEH/AyqTrI2BYVpENZ2k6VVhAExlrqqmB26RyPDtccP17Q3biJaxqOj4+ibp8UqG9+h9GoZnJum+nVi6idESvXs3ftKpeuXqGoqlSNi2jFESJ0/hQ6PoA9nvgxE/hGuNTeT62QIJ5Qnkjr1Dsbu0RljhCW3jZ0zsa9Lni0N5RFxjMX9thSgaPDx2xt7zDLA8d9RyCnEYFpVTKAwdkcmNkAIkT6fgSPkNnGbHHQDWSzl5yerF2yhI///MS62FSK/NR97eckLHxoI5PDd2Nz8cITGP/Yiw1YTJLycHjf0vfH9N0CuV5jVp6mNVhv8S4RfFXkilgn4yCTSAIWaRakhaRHonS+OeVKnROMo8oldRVNwoTMSKN23DA7kCTosI6IIeEIShGygCsy8mT14bzD9evUfmzpM4VanlDWPaGqEVmFpcfX0ea9N/Dw0QFvv/EO7/3obUQI7O5t0SyWrI+PEZPAalSRZTVFXiUbBYd3ERQyXDMlVeo/nyb5n3AbNiGADW9RfPjf00JPJ85h0f+ke/rB+dbHjCBQLtpZ4wPBnp4IlVBILZBKkpXJyiR4et/FEzAaLWT0PvI6asZJBypHOBE3LQApYhtXxOTnnISgyEWJcppJVnHt6gWeO/8sFy9dZf3okJNb78e2TyCdBMUmQcWDd+QQSRlbJ3Edf5CnMlyr4cC0XC3Iyox6VOGcQWIZ54rzWzO6oyWPlktkOaKst8AJsgzG05rlakHbLClzhTMd3gr6rmMyzcjy6ARtekdZ5REp2seDW1mU0YomeGSmIgjH2IheNQYtKoxZkxeazgcINraDpILg6bsO4TwnB4dkmSKojnw3o/dx3obQBJ9hjEUITTkaoQIRKWsN684iipxeKTKlKfOc9apD5+EjN5u/SkQkW5RkGsiqMoS4VwQftYJDRNyGEHBpdvSBxSqGA4ZEkCU8RUgitlF/E+lPW4giotUk0YLHC4OUCqk049k2n/qFXV68/hLVgxV72+c4eHCf+++9Gw8WvUWVBd7DyeKYu999h7lteCRanv/C64y2p4xFoCyr+J5SJrUIgZDD3DmpYqTN3vnIK9uoBQ57VTpIDoKyLqFBg3dkmcSFPFZeQrJuGspMU2WaOtNsjcdsbU3JXUfRlNSTCSMtWC3X9M5RSkFeZAmcQrQdksN1jM/EcI0FEGQsBqRIbsaD2scg307as8Qm5X0oWSTYURA/rjn+RHw8NfMPLSlImnI+XcAB4ukdPin2EgJWRcl4J2yyUwbhVqyWD3HrBavDJV1rML0DFQhEE8PoKGrIs0gUzPIcgsLaQJZpBBrnDUA6VaYbrxR5Ee2ps0ynE4ggSDbyGxtypnN4GYfRwXuC8wgpUdqhQiRLAhEEEQJexftlfQ9qCz05T8grZFGyPl7xr/6f/yX7dx4xqwom4xHLvsE6h0CzWq3Yymas1/sUxYxRPUHrkkBUTZdPnuK9iDBjkSRc+PENYCibh17u8Kh+ZHuVwe8qndqk25TiiNhyCOH0+3xcLJ8UklFZsV6vCMoTstgayGQeh9XEYbBQ8fe23qKFxngDxuGDI9c1VbVNZzus6PBCYpzdzA6tEASd0ytJLjRTUXFhtMur1z7Fa9c+w+W985TZmLYNrOdLvvn+j+iOT6DaQQidkrFn6PkPIHyfXFDjged0UwjhiY9JyD1rabuGvfN7hGTvnWc6Elv1mDZ4ll2LkY48L1BotM5YLo9p21Vk6ovYJehMbE816xX1aMx6vYoJXkpMqh6sMYS8IM+jC7HSirZvkT5gXeKgKEUmq6RbF3C2j5xCG+e0zhqKPI/W3SFuhFXXMh5XtL1JChh9bIGm50bpaEg4KjPWi5autYhiFL3PiJ/Xrs1GrudjhRARoBI2iw+CgcEAL7UQXUgtLoheVSKRQOH0FC8gCpQCycctIoHTwTmpxgyq2nH78th2FQ86CIrRhKquoTZwcosCz/Xnn+XaCy+gtcQZi+0NZtWwXixY25ajzGL3RshJiVQJPCMVWZYnb6T4P/lEmz1sKqiATRWucJFeEw9KbnM5IK5Zm6xm8JGDp7IC6R3eLjFtT64k21szKq3YqgsyrXDGE4JAFhWLdoksSlyw1FlA+Ta62asEDU+28wSxuWbIOFcfAEXR5FWf3qtNthGnRdUTnYYNVy09P5sD8UfsMT9XghJDlkzxYfHDqGM2nFyICzf9cJGcFmc1y/kxCsnjh0dYGyHkmUqnGR9tBfq+pyxylNSbNtWAwMpzjWxiW1BrHXXPfIShKCUpy5wsj9I1LtFZojOrgqARIn4v4X2Eo3qPkMOViyRRkRaSErES83mJKir8aEqYXEZPL6HLHIng5GDNzffeJ8x7qr0pblQxmUwjgTRIbt+8w/nn9xDO0FRLGrOmUjqWxAiss5tKsMdtFOCFEMle/klL7cgFGngTwj+hZfaB+VLYrCG7qWrTfQvuA+CJASV12u76WVdJDK00OtM4DKKQlKM6wrpDGhCbyM9xNlbLIkik0/F07Bq8s5w79xz/9H/2XzA/nvP2zTe4/fA9Vv0JWENAUhUlE73F1u4OL1x8ltevf4qXLlzjQj5F9zmNd/zHH7zN/vESe3JM1ywJtouEYUgir/GB9D5s5kofUCT40J/TTnzkXfXJITjLsqgnGSIKUEpBmWumrWRnkrEIknpUY1xgvjxJ6iuSYD0qy3DWkOcK6wzNesF0a4sg/IYHpHUef8b0rD3Z/y+KInoGiYgaXK8WCBHIklZgZ2zkkzlHoTPW1mG8R2pNL6LU2PxkHh16gqLvWhAK6yKM2NmejsgvnE0qyjLD9IZ1s0j3OEPIgJIa93MkqPg8Z6nSF2k/idWDdwHpiRYUhCeegzQTOT2rM7TJ44FTgPSIIBEJTLB5GrzHJ9+oDdXN9AQnCConkyp6eU0zTiqJvX+X8WhKWVfM58esTk5i98NYXJERru4yvbSDGlVIJWn7NX3b4mxUownpfiXpAaQaTvYBgouEVkQ6NPnU8geI5pCb2VuIrwkftSKl0ggJ62YR1dlbGx2Be4OUsD2piZYxlqqq0NLTW8NsUjEZl+QY8H367nFf985t5JlIyEfnQkQOWhMrLKk344fY8Ts9WESh4g/mjCefo/RCrGg/YpP5uWZQm9u8+SHigyuTCgPoTQ8//nO8Edbb1EYRWBr6tqcsxsznhqbpY9nootBs8AFnoyinT4S2gEeKBO92jizLNhW+zjKabo33jkxLtBQUpUbpNFRPhDIhkiCf1Bupe6RCZjUheIQ3hODxRqX3TpuBlpAVyHKMzCpUtY3PJmSiQLrYchASnOlxznKyblBtyW5d4X08Qa9POnqbocdjWgvrdk1eVHEG4GOvOopHDvD6+AACCFzsw6cbqpBkIm74cgAQJLvw4fQyHCtjVSvi5uwDNp2cHdGscSBGqvCE5M6Ti+5nDCEE6/WaIKNumMxSMvDxTxABFVR8wJzEu3S6CxLjJYKcR7ce0j5seWr2NJ//1c+yNh2Pju7z+PAuW+Oapy/u8czFK5yrtyh0gUAjkbRNy9w0fPfWbb733R8iTcPUG7LuBOm76OtEvoFnD+CUD7sSf1heyie7GbEZGAcWizmj0ZgB+ut8QGc5eVUhvGU2yli0BbaNKhRlUVKWOV1ryXRFFzqMd1Hd3MWd0pqO5fyYuizpTI8uKvI8Z912ZFrRW0NZlsiswDlPPZ6xnM9RUpHlCmcsTbdCSIcOka9lTYeScRaWFTldb6NXleljlWYC+48OGY2rVJ106CDpuqRFGQKr9Zx2DnWZUZY51ll6GyhsQVnWWGGHBfex10yWR++3AejgnUApjbcdYXh/r9PoIqT9PRFuh/dJJ/hNwhLDhOmUNB/S7GdQRCAM7q+x9ez8QOCNgCt5/SL39h8yf+tHZELFmWEm0XmOqAr03g56qhjnmrKuIuw/jz5Wrov6otESnY37cazSn5D7cRDkqT3RcBiJLrWpQxIGFYmoMLHhGhMIzqN1gVaSczvbUcgYT9+smU0vYBfHbM1G7I1KHp4csbu9TZmXBOOi/qQQqBBVNXwaycSWXpy3yTDMxxLPK/jh+E4QPknGhdNC6kl1+U0l5VK+i8nplBP74/HX0OJL100QW0M/YXBx2kFJCyixwZ0kWhF0HuUzmiawahom41lqQXXgfWz5iSQ5I2K5KeSgLG2oqoKqzJECtIqitM72jMuKulTUtY5OmSpxDlRGEFl0JxUiEmfSAoXoBy98HMRqTFSzkBqhNF5niLxE5iNkUWOLOlq866gNJskRuSZD0FnHujGM15YwCxjboQsNnWDVaEZPXaL1BYseqhAoPvDQpDakH3gPQ8tCJkOwxAQTgyKZQPkoSLtJZsPaSAcUF6JIrfFgQqD30AeP8XYzsFUykA+Pcpq9uI+530SYtCPPc4T0OAwyxCXnE1TIa4MiAl4I0SBO+YDwNdY3GFZ887t/zN/95X/KzXfuMNvaIjdTrs3GvPTcZYJZI+yIh/sdbTNn2TR0puPm3RvsL5cEUWMXC2p7QtOsOD6+z1OXdzFdQ6gGQiKbBHUKvxcfPO090aYYqpgnn4e6rjftYpnaOWVZsF501LpknHkOVx2FLhF5gdLxEFfkmkxntH0T56veIYVHCknXrcnLfPPs5nmBzQtM38b2s4rVltaxZZiXFW3booUmH9WYYAnWEHDkWtL3BpTABk9ZlRjr6I2hLCu8j60i76DtegopQUa1fbOxHO/RCuq8xLUrOtPQuyjd1QbJSudIFdG1Hz9EsqIhzmXSoTaWuyrKn4WAMyLNkXwEyoRTzbcQohvv8MwMsOhoXREBUkoIvIjzHyWIe4OIIsFKKXzfYVpDPduK3l1SUk0nqGcuMl/vc/DoEc4Y6mxErWE2GbO9N2N7d4/JbBb5VCTYu6swQUTnaJcSrIi8vqDSXCz97vFh9Yl24dNB3uGNSzPjiJTL84xImYliAaSOT1GMaBtLkWt2RhXjuqZfLbi6PQLXsejXTC7u0bZLVDBM66i4ExDRJHSA6st4CN48Dz4k5ZmBIBxSazEqTsQKD0iK5akfc9qZQSSEZZw7bdAgITzhePzj8TGIuh+tDnF6kZ+M8ISbxNA6yuIP7gPL5YpM16zWS0xPdAIVHu9iORl9oAwisl5RSsXee98nUc04hyrLAtv35JlGS4H00bCtrnOyPLZflFSnm5AQid+kEqJGnPqvBIFwBd5Gm28RAsgsJrKsQDzxRykd2d+p9JZE7TmRFRjTILWn7w3L5Zoslyg8WDi8v6R+cYe189i1pWxgbyTQKoqVDqRdrdSPXVHSAwUx6XgS6EHID1S1bA4mMcm4QJKkkdhw2mobjMYksXoZBGWj2rLHh592vz86vHd400eQi7P4hMaSsY8UfZFKjTA2Iv3U8LNnCC/IREmWz9i9eIUOx5WnL3O4f8y66dHC8md/9Ies5vuU4x0O1o4fvHeDnUnNH/3ef8eFC9t8/vUvI1TFVi6YP37Eo5s/4oufe5kizzB9H9suKJQCpWS0RUi27sNFHMRhTW8Y2h7ORUpBlN8JWBuN5bIsI3SWIAJFXVK2I0zXsjg5oO87CJBlinprRh8CBw8eIexpy8k5SzmuomJ/1yCVZ7VeMKq3aLoWXVVMt7c52t+H4Fiv1hRlibUe01vq0QjrAyYIpCoYTXeZHx2mdplFS4E1DSFoRF2QZYp129H3gbyoEVpgug6Va5SEYKM6+lZdMJ/PI0lWQV2X7FzYI8sk1gfWTYtznr6zdH2/WbsfL4Y5X0LtDeMCH8FK3ge8SzPCAKQDnEszsKEbFXAIoT8whjjdLOOBY+DvxE1WbkipPkSXAeF7lIxdmUwJxmLEuUuXCd6wdeE83kahgLKqmO3sMdnZZVSP4yFUSoRPe0tx+vx4QuoMJe3AJ7hcLh2CSIdG45KHmLU4G2edSqpIrUngIO9jQtVKJvuhqFlZVSWuD+yOSprQcnFWURUacaK5sD1C09MLgcATnCETAkUkfHsZNqM7xOkVDAy1hYiVoD9tCAopI4pSRnFZERJcXgxE31NErPARfR1h8rFF+dfW4vvo5PTTX98gykJI6rwCESxt1zGqZxx3BywXfZyRuA7vo+TI4AEVbFyAeZ5HRJ+1ZJmmtS15nmFMFDfMdOwzaw1lqRmNc4riFPo6lPKb30XlpOMxSuiICgoBqeI8KrjULU66eugcdEGQGcjsCdmVdOoGdFEhykiYFELS946T4znbOxNscGyPxhzc3+e616wRtFZSdYJzE0kuJCZJknjvY8vuxy5paqemPq9LD6UiEv2G8jrEuTCDREkQEiGjvpyKgzd8kFiyD1TYITWVvYgV1ceWrolWrhHoIZI8kIinXp8047yR6DR8lVrinAUh0bKgLHb4wud+E99v8e6PblMIjek6xnXN+3fe4vjBTUppwAZsn/Op519iudjnyt4O/mTOX/z+71PMdvj089c4fu8Gl3a2qMYjVFYQnETEK4ZzHqWedHtOoJng8M4kyoNNh6U+Ku2nFqjznizPYqvUk0i0Ouq31ROa1RynBEYGgtAIBXvnL2DJOTlcMpmV1FXO3bv3cMHHtUOOkUtMtyKEiKiTMqNtO+qioh5PWR4fxHaslLEC9gEpFEVRYz1xs1KKahwFmENoUZnDizhTXS0XFFWFDA7bt+isItMZUvmouCIEdTUmF4Iq1xjT0xgfeYVZDkoRVGAymzDd2aLIC3CCk5NjHj24/fHWC0mLr4/adcEPayXgvY0buzEEa+N9SZYkpx2GQYEBYiUWNgLAJOdWkdTEnSBy8wYNufQA+BDBKoRA160Jro+aslmGynJ2Ll6gGJWY1kRgpBDoPKMoio0W30aXDh/XlowK+0pJbC8xfUw6PviN7I9P3mPeh8SrM7RtQ9ev6fuevm0JQjCZzshNhlMan+S6hNJEI0cfwXdaM51tEYKgKgu0y1HBkglFVWp2S0XTdWRZ1LDUElSIIr1axZk0pJwhOP190jULMs2nVOwyhdPmTqwKgbgbxX3eDy3AMNxPH7lWIYo0fNBb6oPx10bU/Vn2sOFzjelp25axyHn3zZusFm2cVUhB31oIcYhunWE6nqQKKHI5+r5PLcx4ks20QuQZuYykzyJX1HXGaJSRZ4PoaJT9QIoND4onWmrx9djuC8EiyGEw41KRY2N1AboAnRNUFIV98qFACPKqYLQ1iSAHa+l6gxRwcDAHEZhUI6TpaY4OGF96inmXs+rAe4HSYaPPFeRgYRLffcghgyozT7y+6QASmd8fuuKp/ZjEUBMaLFq7JHsJIUiFWBpuDm8YpW8+bkSzP4NXgpD65TGisnOsVqJfzqBVFjxU+gK/8OrXuLB9nXfffJ/V+j5PXzsH3rNYnJDnOecuXmZ9/AhdFOAC8+Njrj19FV77HO9+4y/4xje/TjEac6kIzFTBp555jiorEAzilXID7Bnax0+CfJyzmL6j63qsHZxQLSG4OGcVIs46M53QVlHvzDsfOVnaUZQldTXGB4sVmjv39tk+vyS4qChRzSZcv/Y0Jnh6Y3nls18k5DWZLpPcjOP+nRu8+YM3CNZgu456NKJZnkQEobObdpF3seUiQ7RDd3hG4zFrGWiXfaJfRCJnSHOCMsvpug7TrNETRVlXUZ9PSEyIfEMtFFkxpukWeBOfh8tXL2F8h1ewbpb4roMuUA7SPx93vXhP2zVpdjqIRUfZIG9NTFDGRK1CF5XxCbH6FwnwIoWIz46KM1a5OanFORroWEWFdN2SdbvUEYIutCZYgwwB1/eRbykkmY5k5Lqu0wFbbGbxMgmrDkozEKJ9j/I4KaOIrBIYFWkN1vQ4a6NiuIuVoXOe3nS03ZqubVkuV7Ttkq7rUTpnMh4jnMP1DU6B0xKybANkEFKh8hxZFGxdvY4s9ym7BmFWiEzgTUuVS6T0dF1DJiW569FB4kQ8mEjbxdmajNPuuFWkbhOw4aiJeK82qGcR24AJm0d6Nwg6tvNTVcuQlDcGjqmD8NdVQQ172c8bIXi6dk01rtn/wZuc3HuMM47xaESwDmccwcUhO9KT6yg/AjC4UEIk1QVCrJwcZLkk04pRmTEd50xGsX8c+zgalMaL2CpksEsAnIjDykFFOYQMgUIOCLeE3hMqT//VSKnxMkehBqkBnApkSJ567jrf/4NvJesPQ5UXnJwsKLRkX5XMFBzcvc/TT11D9QHjoR8Ww9CSGIaoSeUgnkNifNQt2AAjnnhBhNSD36wB+YE3U0NrYRj7D99s+F4f834LJHgVIeUhpKFqgCBjf16CEAoba6vIofCC7fE5fvHzv8X5vRc49XWnyQAAQO5JREFUOV4xXy5ouxWPDg54/tpVWm84WSw5Otpnb2uLab3FvDmm71dIlXPt+ov83n/939A1a85d2CXPBK8+/yLb0xIvPZIsygltuKA+wcpjwvShJxBnhm273qh9s7kfIFW05u5tT1EWLOdL6qJm1XV4G6WY8jynyHPyUc14O+NEBJZ9ww9++CY7u+eY7cxomh5Vlbz86mvcvn0Xh2Rra4diNGNSjRkVJZeuXuGb3/gGRR4RniEEqsmU5dERpmnIiyLSHYKiUJpV36MznSxCAvVkC6lylseHgEGpLB78eoPSEm0FxqwwrSTL8qj11/fYLEMLxcna0S1bQpAEb1k3HfPjJbPdEfX2hKIpCJ2F3tGtmr9kBPDTw3tP1yZC8DCz2Bj7Bbz1USzVBaxJGoTEI5hMNBEZIjHXEwf/Hp+mIh4fbDyY+ZCoUA60i/tISCRvPzzzAtc39M2Kuq5RyKTcrTajgNPNNZn6eU8ILtn2RBSeVwEZJMorvIqgCe8EXkS4vLUGYwx939CsV6xWc5bLFX3X4xFUVU1ZjeJs3TuME2ibQFyJ8iCFRGhJ17dkeUEhc3TImCnB/N0FSmgCliwnen91hrLKsb7DewG407lwICKZCQwcrfh8EFuiwUNqycvgkSSppTQzHIB5qb+THrJBpCleowGJGFLC+kAL54n4mRJUCGyguMMa/FnW4pAlvffRGXW9RhjH/Vv3ODg4YZBqHwi9zrk4a5KDVfwpFyXL4hwrz3QcPHqHziTe91R1xnRaMZtVTKY1WULSDIrhG8i2OAWlnqrxJgsM0gamkiagUBEokXrVw2Y1nLijgZpEuwBS8mu/9qu89x+/x1s/eh/ninS6lRweL8jqKdm65/477zC6/hJqa5feWZre4jK1OYEOUPMnpXd+/HL/JQgG8WMf/NjXR2DG6StSDonqp3/lXxYbMUxOq7HhTQXD6TgOaJ0TyJBx+eI1vvql30QxxhjDyXyfdXuMF5q7jw65uLuFOXmMtnN0P+f40RI3sexsbbF0jjfffIfnrj5FyEbk5RbPPv8yr37+8yhrkBkEHU++RaZje0OoTctYDRbsPvLuTN8nWwy3eV2pqFghpcSFnoBDKclkMma1XKJSVRj5US5t+CM6c8xk6xw7WxMe3LvDeDJm3bWoTKCLEdPRBCErHu4forOK6WhKpiRBQTmpqXZqTg4eYlxPrjWj8YR+vSIMMx9vUuVnUEnZIQi5UUooqhFaStr1CcF0AHhjo7KHkARhMX1La1ryaoISkt47RK7RqkS5QJ84W1JF8rhymjyUoCUn6xNMcGR1uekAfJzwPtD0PVny4YpE0LSBBSIPR4KTgqBlIp2fbkZSJi04QUTKiaE5MNiiyLhZ+pSIIFaqbhjXRjCFS78nztEu5pjZNlr0BOzm+YiTlVME3vB0DuRaL0XUAkwt8+CHdWHp+x7Td/RdS9usaNs16/WS5XJJs1rhPYzqMaPpFkVZbQBTQrondDlPqSKkaZD3nno0RhjNG2/f5fyXv0x+fA9jjinqkqyV4BzrVc9kNsKlTpQWgIj2MGTRBFSmQ3cQsZUZH+MkE6d1nGVKiQxxb0MO7uMB90R7J+2UqECaQdknMBKxqv0o7tzPWEGFUwmOhKYbWmSbz/gpiIzh34abtF6vCJ3l3q27rNcGoaM8kTH95vPatmU0m+KspXOO2ntsMjQTwVPlOTiDt4YsFxBaZpOC6Thne6umqqKq9eAjhRxY2+F0z4RNpg2otN4i9NAnCDJSxwQ6tN/C6QYeOSmkxOUIUnDlhaf4l/+Hf8nv/rf/A29970es1nOyssK5wJ27B0gROLd9zK33bjN5pmY6KvGJla3SjzP01qM4bkoiH6pgw4cADOL0H34sdf2kw8RQLD2ZqIfXh3v+cWNonUkFXiQB0PQTOjweS2zCaJQoeO6pT/Paq18k2BHHiwVN03Bw8Iiyrtk6f5XzFy6hioLGGXQwjDKNCQqyjKwouLB3nh/96V/ww++/y+WXXqeoRzzYP2Fr9zx2/zadMWQqRwgXpWFkSGvYpfsZDxzOGIyxtMYke+5AkFFLTWsZuUqWBM0PZLmmnIxYL1vuP7gPOPq+IQiJzjQH9xccrHpe+8pn+ZOv/wnb0xnrpkNojbeO1aplb/cCUq+ZjCasjucsR8dcuHAxKpkrxWtf/CwP77zP/t3HLJcrdFmys73L8cEB7bqhqAu6tqWqRoRgCUKSlwVd3yGVQKmMIs+QmcSsV5iuxazXhDRLkB5ciEkqyJyqGsdqqe2Y1jnlaIwXgW7dM5+vaHc6dq5uE1oYj7a48uJTzPsVDx/ewXn3U1bFX7ZmPLbv46w3FtunaguJE4iWkb/m/YZsI9MhTkgZJc1EIuQz7FWKJ9BaSdPPIkPk/QkRq50NecAFQoiINNc1rI6O8JNJXDfDTCZArvUGBHBq4Oc3lV+wFmc6TGfo246mPU1G/WpF26xZrZYslwtW6wV9byjyivFsi62dHap6HAm+RNCRcxGsI5UiBImzMellQoBQERwzmaK7SCt4872bvPTCLyBufRsZlpRFSbA9Mhi0sLjeIZA4iIjJ4OO/axVbmwEQEieHZJWMXL1DOEdQEqnimEMk4FbkwH6QnjEIAIdEgAdO4ejhCWDSh+JnrKACxvZpVhC9dLTSsQ/5EZ9/yhaJf3c+YKzFWUMzP+Hhzfe4f/sezgXqOqpbG2NxTrBYrtBZFltEUiIRmL5PbPCh0nJ4p6KTrsqoi4qqyNmaFWzNxhRlhso0MlkJhLSIB1HGTYNgeB3STp6lfmvSbxAy3RxNkCop/MeqLj4QpBsY0TjkOU996nl+Z/ufcPutG7zxjTd5660bNEuPtfDwzgFqtM3oeI3dX6CEwAV1mmGGLttmLhLSwfBDCelDSeenVMub+/CT3uCnV0kfP0kNsCqR+trxaZZkMqk/o6iLHV56+nV2xld4cPuYpnmAkoJmvaJtW/Z2dqmrEuUsmRxTjrZYHbf4ImO6c55ytkdZ1DxVVVR5zR/80deZnNsjL8GtThhNdmkO38eYLpKHS40ICm8FssziydH0p3Mo5zB9i7cGFTxSeryI6zzXkkxlEfwRBLkuKIqSvCjQOsP4NY/v38e4hs5Jjo9XvHXjDltPvcZJZ1B5RTnaohcgsGTKsF4cc+9+xje+8U32dvYosjEPHx8yO7ePzgWzrYrZbBuB58qVZ7Ft4PDxA2zXs7WnONx/hDexbeKdQSqB9Q5vLLXO6KyPrawso6ynQAZyiZSSdjmPiFcZkazRplzhlKYaTXFdz+rkkKIoyfIC7JjQr7l97wFXzl/kM698mof7jzg+OERnGZf2Lsc578eMQJQVE3gUEcwjZLRviE60LiYlKWNFkdp5m6UmEjdocIBlOOyJpIf3QWPQ4bvGz0tdFRlbeejEUfKe9ckhpusiv63IYzdGCHrxhAL50IYXYoP2tM6kKqmh61qalJDW8znLk2OWqyVt26YZZmA0HrM122a8s8NoOqMqa7JEg3HeYo3B2XiAl6kyiwkhEvR1VVCMa4L2SNPx7re+RZn/Ir/w+lcxd98gnz+k6xqUjjM45z0ixK9HgAwe6yLSTsaWWWzxDdqg6QAgpULmhuAlwkdgk3ARGOF9YLA+2Wj3xdIqJfB0gPGBwTX1r2UGFfAYf0xAIkWBFFW8SsOm+ERlv0lOYfPFyZ1CRGjq4gS3mnN4+26Up/cOLTzrpsEHzeHJCa0xKJ2DD9jeUBYF3hhw0Q7eY+iNwwVJJi1FnjHbqpnWJTtbObvTKt5cpWL1oyReKOKkXuGDTLOlYUYjQMWLH4SKhLgEeR3MxYLMCVJGeLoU8RSuAojoiUNyLRVCko23GV1RPL+1w7WXn+cLd+7w3ls3ufmjOzy4v+TxiYCjDicfsj2VGFdgg4rSSkEkl16eaHGyqVp/WgzVstj83wfv4geXwl+lgfdxh1CDXbrHeJdsIXoEJVrUVHrGS89/DmHHOON4++23OXj4gEuXrrC1u0tRV8hMcfncOc5fuMBstoUIntnVZ3hrscRKQ7V1Hl1usViv6Js5ly+c45/8g9/kxoOHPLr3Htef/zStF8zXa67MBD50CEokkGc5IqujXbtzWNdFXToRcL6HYPBSc7BoOTqa44Ln0uXLXNobk4UlVR5tPYRMsGIl2N3bZXsyZm0cb90+4A++/YfsXbiCz0tuvf8+49ku9fkLvHD9Kr5b8t6bP6Tre1brFU3TsG5bZjsXCErycP8xQkM9vka76mjmPdW4oNwa8/Kl8xw9PmD/wUNmsy3u3r4JpsM5hxIa6QOm7SDXSKXxwbNer8nznFxnZPWIJlgmWzssFsfJ3j3OAqX39M2SshpR5AWtjy1Q5xxYi/SeprP86Ma75KOK6dYU5cGtOyb1hFFZfbz1slltIZHFQagoaTVE8Arvom9SPPRy+mwQ5YOUUhvSaQh+k6A2779B3iZ6RQIiKZnUKBL9JKgQW4rO45qG1XyJ0AVZmZFn+cY/i0CCvYeIjiUi8Zw39Kanaxu6tqVdr1iv16yWSxaLBcvVEmuikWRVVUynU6bTGaPJlNF0wmg8oajGMRl6h7PR8NP1cVAUvZjYgLxscIxGo1jlZ4rgDccPb3PrBxXPvvwCl7/4m/jjxxy/8R3qrEbogOtXBOcicIoIZAoEhIl1VXA2vj5Ag4WItBOpEU5HWSTlCCpa3oDcVEMxBzw5bxqSlouzw6SkJKT460pQBs8JiikanQaGQ//3o5fbMKsZwnvPcrnk7r07vP3W26yWHVmWxROCczgPpvdRfkhGH6d2vWZUVxvyp5SCXOe4vkMC5UizvT1iaztnNq44t1tRjzV5Hk87KrnqhqGNJqO75jAKHGCqQFI7V3HRB5lACwOTW+KljC6bSicjPZ+06U+rkUGlWI1mCJWjdMFToynnnr3Gq7+04sHNQ+7eb9i3C9oTz3o14dFJxUzXzIooy7RpOKT/i6ePJxtyw5r5SRdf8GQqe/L+P/nVf/kM8eMPvIOHvrdJniYiy4TSFNmI61df5NqlZxBhzL27j3n88CGmb3nhleeQvsAYQ1WNqKsZVpX0FLReI5wh8xnnzl1mtTxg/977FOMVRbXFaLaFzgqk75BFy+75p3EqkNdTWusxTlKXOUGDU56QB0Jpk2akiUK9lPgM+qC5e7Tge+++w3v3j+isxDtLpd/msy9c5Zdfe55pWUV9u0HCS0lUXiH0iDvv3ebf/+lf8NQzL1FLwfa1V7j9Z2+AhMtXnuL8xcscPbrLyWJNLTXPP3+J8ssjWmN54eXPcLJcMZ8fU6qcxaJlOtnj8cMDMq8odIUVGqELkBnOGc5fusrRwT6r1QLr2uQXFejbJmq06QylYL1ekGcFWgikLjDdmqKs6FYnSCSm76NwqoB2dUJejuhDPOCNqpLjtsW7HmsdR4cHHD94hO4N5daEzllODh9FQvDHDEGUyJLppK5UfM6UGJ7CgHA+ORlHwdSQzDwlAS0GfzC54UnG/ScN5BkOo2xwQoG4HygBKcNhhUTlWey4BItQ0PUdd24/pLOGosipq5qiiArgIZlOBiKvxzqDM4amaVg1a5qmpW07ur6n7/s0W47u4FVWUNWjmJgmU6rRmLIeUZQ1ZVHEQ54PWBW1SI1MdAyfEmhEfRC8jzqlIrYsp+MR65MjFgcPODlZcO7aU7y/8pRXX2Zn9Cr2R99AWkOeKbyxgMN4Q7AmiiBIleb75kMJJPKdRCji95IOMolQhkGFPjwxAwlhsAWJ/DXvU2U2bJmCv54W33e+9cb+7uSVWz/L1/ytxu//p/4B/v82nv54XxaN/IKMzrBCKrZnV/niL/wKo2qLe7fv83j/BieHDZPJLufPXUBJzeHjQ5wx7J7bZntnDykVfd+iXEkpHaMycHF8jqMjODo6ZDSpKKYTtJQ06xMmOuMz1y/y7G7JzXfeo4y9IoLK8apkZRU333/Mqn/ExcvnuHpxiyqvI3wZQZAjvnvjBn/+3Xc5WPT0MhKbRchYNg1/9M03eef2+/yzX/8Vnro0RomoDiezHGMF337zPf7Dn36L81deYG9ccun8ReZighKabtnyzg/fZDwdR5HRrufctcu0TcuLL73EwXxBkJHvMj8+pj1Z0VQjZtt7eHUD42F+smB/tYotvu09TNewXpxw6eJlmnbJwcFjTNIHDEJErUDnKcqCQkdQkchzpM5wnSIva/pmlXQePc5EHlJWlJiuIy9LnI2cvsl4zGrZ4YxltV7z/p07BNOzZQydlljvsObjJygpJUWeo3SOznKyLEcnKPWGo6hPqQAiJDPT2IlCIiK5NlE0nlyLYZgnpsF9BE/ENpOSCSAlJRaBTiAsby1910cASWeQs10OHz7m/s0bKG+pyyx2BvrY2YkIvii064ylaVq63mCsjQCrBIOXIsp/1WWBGkmyTJHp6OeUl2XkVWV5dMRVCaYu2SD3pNKRA0aI4woftRZVspzxwnLl8jm8aTBdS+88bWvwznHn6JDtZz/HpK5pv/37tMd3oO8QQqGrInaajE3SY9GyZuAqRafiNK8LsYqVUoKJTuNR7kv82Aw8AiRO0Y3BpgSVAGf+rwMkEUI497N8/lmchdZJRDRTBCnZ3jrPvTv7FFlHu/bkaofPvnqd3b3LZOWI+fKY/fmbBNlB0Fzc3mFcZZSy5+KsRhMdeHGWvfFlwtULxLZCiQiObHcHTdy0+tGIV869SiMC7rkXcIt9ZLnFrZuP+J/+7B2WViP8m1y7NOUf/N1f4uL2GNs2fOft9/kPX/8BJ21AK0HhHdonUVtjWDvHO3dW/H9+70/5l//5b7M1kYSgWKwsf/wfv8+3f/Au11/4NKMyY3ekefmzv8Aff+99hMzIc8HxwRG/+z/8W0ZlTt9arly9xmq55p133uXKs8+yXK2ZTqbszmbsP3jAer5mdG4LPd5F5gU4w2iiGZ0f0Tdr5vMlQlf40JFVI6Yzy/6jRxhjUFqhRZzdemfJsyzClZ2LvJksY71ekWUVplsh8IggyJSgXa3IRxllNQJiG6ssS6wpaX2Hl3B/fkjrWi51a7bG2wglNv5BHyeklGRlhcpy8vRnaKV5Eu8xoeEimdozjG49scWWE+e1Ks2GU14jJie3SVQi0TqQ0WFbShFtJOjomxWL4wUqWa+QVYyeeRlfjFjv7rP76he5+8673PzBd6ncEo3Bdk30jzMdfdfhEjrUperhScWKPMsYFSV1kZOrjCIryYocnWfkeb4RG94gBqVAEoVrRUj2P2qw7pDgSeKuItJqtODppy5guoa+WbM+PuLgwUN2t3d56/27vHHzNs9dOsfeL/82/pt/hL/7Q1zf4ZZtqkYj6EKpLKrmuIAxbbJIslFpwiUppjQ+EUolENqgM5giRN1PmeTMvPORB5hAYBvdxZ+0f3zslXQWZ/GXRGxIRqSbTx3Ue/d/wGde/CXGeY5cw87eZS5fvcx4tg1ojg/vs70zZTuTvHrtEs9fmqHpyYPH+znWG3Aebx0CSzBrNI48GyF0jnexZyC9IQttlMHSiumnPsN6teL4uOHm199m3vasbY8MnrdvHfBf/b9/j3/2D/8OI6X5d3/wFxzM2wilNYbjoxNWvaGqJwSivYWQOT+6u8/33rvD5z99neXK8nt/+E2+9eYtvA98usy4sDPj9V/8Co2u+O7b/wG0RNcVzz7zHLfff5+rly/xg0XH1WvPMh2N+POv/xkPb99ha/sCy4NHnDu3i+lWHB7sE3LFZPsqs/MXWZ88xqyOsCgMBjWaRqCObzF9R5WPeXr7Ao8f3mN1vI/wLjJVvKPvbawO4lgdrTQuy5B4tMzSvDDOio3pyGtL33bU4xHrk2OkyiiqEd1yDkQXalVqjPI0puHi9kWKLP85Vo0gz2tUpsmzLCbUhMCNgL1IP1FKxQT1hHGfFAIVQIlTQJGUpy3xMBB2U+W1KaN0VP5AK0xnObx7DzLN9u4uQoC1Dj/eYV8W7J/MOVw2PPPCdS7rEXfu7fPM1PG5V66zOD7g+PCAg/3HPH74mP39I45P5pi2jWCEJBAgB5FrIZM2n0MrkVyJc7TKUDqLs02SaHOEGkejTjKkkygGWkRKtCFg+o48UygpmE0nnN/bo+87jh88YGfvPMX5czz99HXefPc9ZnlGdekS41e+QDc/QB7dxXYW5QccosSFJo0KogyYS7qdYnAI9sR23cBPFj4ByNLdDEk3dJAGS8K3wfsoULzZLP5aYOZncRY/W3haMikg5CiZ8/lXv8ZnX/lFHt0+gtUB01rw3OUpdVXQLtfMLo4YPzNjq9TQr7BHNxASrPD0bpHEQzOQGqtyEDDfP6RQJ1R1hchKUBqJi7OokIMoCVmJnlWU48Df+bWv4ZXiBz/8Ec3K0hF4/+EB/6//7t/zpc99gftHC4TSrE+WrOYnCCXR9YitcxfI88Dd929SlZq2N9x+eIy1N/jBD97h1qN9ZrMdZtvnuPrCq7z2qU9RT7Z4cPsewcNnXn2JH771FvN5y87ORe7cucPnXv8Mn3rpeWy35Fd++Rf4/T/4E44f36OqSqwzXH/+GZbLFevDE6wtYQeyoiZ0hqLI0HmJlxrw4GomOznb0ynCWZZrz+HjQ8oqw/VrcpXTNF2U6CkkDoOSklxndH2DKjJcMHHQH0Dg6ZsVuczwtiQvC5aLOYUWCKVw1tKrwHJtmE4FpvSc9Cf8XKjPhJgdnAaQpxQRwamavEuIu4GwP3AFRQISxXFSpBFE8Kggav9HnqMYiOkCnIpEfmcNhw/vMhqPycdjlMoiPw7BvtQ8XK55fDTn3oNDXvqUphzV6Krm8OQWVf0y3kSlB+F7lO/TdRDMpaDtusipcxaCxCsVZ59uEGX1aX6mIviBgBKns5t0ZeK8TKkPtC89p/YrkPzKfEAqwc72hHfuPKJbnGD6HrKMl194nu99+/usTlbMJ0uynQuUr3+V7s/+Dcr2gE/0ChBJnDrIEMERQseso3VMUsn6JPpZxcPhKXoPNsoRCdg26PERojnoKVz5J8dZgjqLv7EIRPCI94qR2uFrX/qHvHT9FyllRbkzo98/5tL2mL0iB9NQyI7pRIBd083XCGPjBlLkOOsxkeFApgToEDegPKOeTth/713uLuec271INZ6gy+iP5MWSLK/I85IyE2iR8+KVba7983/ErVtf5Hf/pz/ie2+/y8pq3nl/n/3DP6G3DttbMD2TuqQXgSvPPM0rr7xOVWuOjg5YHRzhCPzHb77B1mzCyaLlyvXn+c/+0d9ntn2OvN5Gj6f0QjFfdQilmE6ntG3LctXyzLPP0ps1X/zSL5Llgkk144VnrzMaTflX/+q/JhMTjvYFl566wu65bR7cvMeqWaOPtpnszBhtFzTrJeWopDs6oswzdva2+KUv/SIiQLtec/vefdarY9r1EbkSmLajyita0+L6lrwq0EpgDeRVRbdaIoRCqriRSClw1kBw9F3DqKpoVZwHCiHpTI/1IIRm/3jOhdEOK9vQdt3HXjMuBNrekcsM4QKZ8gSiCLJIiLsnm0EDmX2wPxEbk72QaE9xEq+HXVCACIOAKYm/E1UdDh4+oMwL8skEnUcDUSsEnYUDEzharHh0eMyjo2Osi5Yqk+mM999+SN+ZWP3kOaPRCNt3dL3F9jZy5RpN13cY4wBBlmZLKqmohyStFTlB7rTSGDibAyA6JeaoYj4g+CJQZKNxJ2REANuec9tTvvWDN1kvjhAE2r5HFzllVbJar+i9Y9k2bF28TvbyL+F+8CfQrsDHn3NIICIMqLxk9aF1EihQp0hj4s/KoLoiBiuOQWggJVuR0MgyPHEvf3KWOktQZ/E3FvGhyji3/TT/4Df+Gc9cfInMjVFB4McVFz73GUbjArs4xPcdznb4YCK81UfxXpFrRFVGkGSW40yL8RZnPNp1qTWTc/7Z51kfHXGy/5iHB/tks3M4XXO8XLE4eo+nL+1xflbFDUhmFFnFS5fOcfV3fod784a3br/Pn/7pn/DG97+Pkp75fEmRhUhW7VrqTPPcc8+w6hZce+Zp3lmumBRV9LQqNL/xS7/Fr/zqb7Czu4NAR+M+Z2lC4Matm5RFzdHBPA6cZeDc+T1eevEpLly6xNbuNsIHjtc9159/gb/323+Pf/9v/w2Hx8dcuvoUVVVQz0aY1YJ6NMG0nnMXL1HWSx7dv4UQku1JzW//1teQZGileegtX/2NX+Xwpae5+/4t1sslD+7d4ejgEfge0zYob9FlidQ6OlaXBZ0zuN4itaTMM5rORtCEkDQCZrMt5sf7SK/wUhK8Yb1cYq2hbddsTccfnD/8jOFcYNEYKhH5hpGAaqIArxxwd3wAIRa/zkGI6gcSn+S7SJwohU2IMZnmKxvkLgHpBU27RumMYjQjJI6Tc1FpostzDpYdjw6OWDQd88WKw8WSne1tJts7HC8NN2/d4frVS2R5hs1zqrJiNhlj06kqU4K2z+h6k6odtVEkET46eDvb4/oea2KLT0uFwz2BlBbJCTy1/WT6+1AxBYn3Bmcd3jq6rkMEsEl4dn58RPVoHyUk03GN0lkURrCWxudMX3wNd3KAe/geMgE+Nup6AaTzCaGscCGaJYoNHeYJi54wgB4Cg/8VIUlLJZCFsDE1qQFMcSrS+YE4S1Bn8TcWAcF0dJ5/9Hf/GdfPX+fK9ozm5BBvHU61yGAxyz5qxtkuInyJ0iexYWCjrI7vYqtAOZABIXLcsqE9WlAWJdQlMsvR58+zPa0RBwfcOVyzbzzv3j3kR9//AXk/h/aEL376Fb7y+me5uHcepTJyUfLipcs898zz/MJrn+f/+n/7v3D73TdQWHrXowRI4XnnB9/nmRdepNqqqKqCvb1dtNRcvnaJr/7qV3j9s1+mHu0QRBYHwM6DtbTWkBc5s9kW3//OG1TFiOeee4bJZMTVy+c4OTnh4b2HBCQ7585zfi/j+VdeplnN+Xe/+3scPnrEbHeHc1cuc3f9iCuXr5BpjSpLlkrQdz27kzG/9au/jMYhpI5giRx2zm8zygSLeUuWT9m5cJlbN97k/ffeIvQt9B0mCPJxgfOBLM+RrUJIG++fd9EOwRpkXtG2HUVRMRpN6DGQZfR9C4hIFO4Vq+RI8HGjd4H9pWUruc+qAEWQZN5GQeiBuB4CNonFRoHekJTzfVQoE1GcVckonxSSK4AcyPqkQkuA9YG+N2RZAcRZVghRXcQj6XTJcn3CYt1hrCdkilv3H3D50oVIqN25zJ/8+be4dG6XTGaUeYUtO0rTMnNjhIBcwXpt6LI+tc8kRZGnKjWqZ5i+pe8btMnR2uBUnI3FGlJs5IYSeSsCLlRUcBdBJNSdIyRCb7ducN4jVWyvL1crLkuFaSPA5bjtyBdrVtbTiwCjmvraC4TFPtJ0DKQZkdaCdQ4pUjsxweSflIuDdG5Iyh5siAGpjZcMKGXwoGM1FfwTyL+fEGcJ6iz+xkIIyVc+/2vs6XOMg2Z9+ADbNzibyH9SERAE3ydkakhQXXDp5DWSEtsaEB4HSJmhZE4+ypk3LUeHDyibkrysUVWF0hXbO+dw/oCD9/eZHz/ElCO06sinF/jvv/Utvv2jd3jt6Wt8/jMvc/ncFVyz4MgH/v03vsF6fchv/PqXeOONt3jnvZuYYHEYTo4e82d/9D/y2uufwq0OqJTl/OUrfPVrv8lrn/sSdT1GJZKiI9BagwmCrnM8c+06vndRmNM5Ht69y6dffIHtcc3epW1WfeDm44ZHq57bj+9z4fwWlz71Gb6wWPPD736HF0YVWTHj4qWc7a0J53YqirrkD79+jyqDf/jrX+Tl567y3r0T9rYm7O8/QIae48fHLJYtV59+mtV6QTHKKSYl+w9v080PCApMMMi2RwWNNx4tc7xy0dEaIHFuRPBIJOtVx6jO8SjK8QRzZNFKRkNKb9kZbXP/o90T/tLorefWYUMfBNZ5XGkZ55KyVDidRTHX4PEhyqUZaxOvJoDzhET4z5VCe01IUvxxFhU/jlp7YTPI73oT5XtUBGKIYQ1S0E+2OW4tJ4uGk/kCZNRxfOtHP+LLr3+G2daMCy+8wnf/3fd498YNnr1+Fa8yinqCDSa1u2Ilp7IO3cooBRVERFhqRcDT+56+jyAX2/eEvIyCypyaY/onjBiFiK6/Qg9IRYEQDtd7nLUYY1guF3TW4AOczBfMmpZF23HQrmmspShqlm2H1xrdGbSyVNeeQ60WiJtvgh/oAtHmPc9iK1IE/wQq0n+w5cowewqn1dIwnUoIzI2D8cZNl7MK6iz+9mNUjPjMs89zflxiuwU2GAI+PlicorICEi2TMaOIjsbBS3Su8VKBgq5vYoWVevQgme5cYDKesT46YHU8Ry1XjCdjilyzvb3Fq1Jj1mtu37rL1u42Wxd22b16hXvv3eL//q//NfW/+zc8f/k65/bOc7hec+dgn63pjGld8etf+yUu723z7e98l0fNmgvPPUM5qjm49wDlLC++9DJf+/Xf5vmXPo2uRhAkzsaBvbU2GRhqHj1+RNcZqqpGa01nLI8ePeJ73/k2z12/wN2jOScnluOlo6xH5CPF8fEJR23LhavPceP2XfbnDbO9bZ5/6VPYILh9d5/V2nLy+ICvfuEzfPnLn+XugzlS5czXLY+PFzx6/BjnA7PJiGmZ8+XnXuWHb73Njbff4urlp1k8fsR6dRJtZGSLEHGmoPIMaVpcqlKUzDBuMHCErm3JNVTjEcv9FUpFbcIsqY/3zc+nZt4Zy3sPjmialmaasTfJsVVO1RdkukMqmbhAg5RQ4kQFT/AgQyDXqRUYfSgQPnpDecJg7BLhzqm68t4js4KQkIFCZLiswMwucGjhweEd5stlnPdEVDonhwfcvXefvb3zbF+/RnnpWf7w699kd6tmOp1FQno5QiCRWkfgg9JkWWynhjBoO8bEGDUgHdZ0OGsSodXFTVyeJqkBBTjYB6FjOxKXkpdSybrDsVjMaa3Bece6XZNlBavVmgcnxyzahnPTMcZ5mqZjPB5hvWflYOtTn8MZh3x8J3LjUivU26SWsWn7fdCufThkxjZfUqTAb14TISBctAMaOFHxWQ4fuWbOEtRZ/I3FqBozy2pccxJ1w2TkSgzK7ISoEhJEZMpLiMnLB4KLisfWBaJiqGK9XNK3LXU9JstKyHKULhnt7DGeTVifHHF88ICqrsnGW+yUghfPjTh59WVaJzl37SqtdIxn5/FScePtH/DO4QE3j44QyegyCyUnd96hq0dUynPlytN86vNf47Vf/woSWDy4z0495pXPfo7tnT28UHFYHCKgYACHlUWBDVDkJUjNjZu3UDqjzgrKsubZ69eoqpLGSh4e3mJc73Bht+LunffJqLn+7LP4sOTS7avcvnObenaOnZ0tjpcNt+7e5uDhIa+9+DS/9ZXXCJ3h4HDN8cmKh4/vRRdWLxiNxmzXNa++/BzTacV7t25QVzXVaEJZjbGmSVYiBq0VXZpDCSmRSmKTaChBEIgwaazD9B1FUVDWIxrbMZ2MWa+WCB+dvT5KmfqvEtZabt24zXxWs9gd0+6NMNMRo6ZH68RVSnBlT3SK9knqKJOSQkal9UxKvI6FVdwmI4Bg0IVJXiRxzqQLgog2OlZL1PZ5zGiLh8uWu48ecrJY01pLUCIRbgVFVfCt732P3/6t32Z3Z5drL7zKD//Dj3jjjbd5/bOvkhcFUpdkeXStBUBosizHGIOzkSAspTi18GBQWog0iuDiJi6DjNJCg6GmiBQONpqDIumCDkkDvPO0zZr1uqWzPfPFHOc9J8sF+/MjqklNay15svJZrRoyJdGtohiPGb/2ReybNeLoPtIbQjL1jInJ40lCsiHEOVIYvNxiMvUJ1OE4TU6ExD1LoA7hPSHaY8aD6U+IswR1Fn9jcfPtH+3/xi9+9pOrPPIT4m3g93+CIsl/9f/4P/+1fp8/+i9//vf4N8D/6X//87/Pk3HwEa+vH7/3kV+zf//Jv92Aj608As4aDg4e0bY1fddi+56mM2yXmkzGzdF5Gzc/77EePBqlNaMiY6vKETInz0GHmADixCe2kKwYNvm4sXtAZgWumqB2LiCrCcfOsn8859GjAx4dHnGyXNNbT9NbfHAE7wgCbt66xePHD9nd2ebqcy9wcPt1vvXD77Gze45r166gtUZnaUMOUWZNax0FX53fcLhkknOLVWwk3EbH6UF/M9mHhA+1xD5QdcTqzvtBo9Czbtb0vcETaLqW3jvmh4c4YL3u8Eoz0xoVAm3b0VcF66ZFS4Ucjxm/9jruxgh5/zbBtrHqDKBSkhoItoMeIrBx8944XSTid4T2x5bloPsYkegJfSjPKqiz+FuOM+WRs/hZwznHarWg9z1d17NYrXk8nzCrSyoZ8M7ivMX4aIvuvUAoTV0VXNia4rdGKCUikEQHpAOlo1I70oMUeKHxWYkoaqz3ZNt79KMZbZCcLJccHp1wsliybFoWTcdy3RAI6EzTtlEvVEuJ0oLvv/F9fu1rv86lK1dYf/FX+Pbju7z93i2mk5rdna3E4So3PlZSqugzZh2D5Y9UMn6eLpC6IAztb06rpRDCRt9TMOgMpuqJgMcnAW02ShmI6JatVJzFLfuGe4/2kVUFSpGtGrquY2c6Jc8UbdNSKEXf96yajlDnTJ7/NGG6g793C7meo3ysmEhzqPizuQ2CPAwzp2SSqsTQHh4+L7aONyCVEI0/z2ZQZ3EWZ/GJD+8tJ0cHFG1Fm61YLkuO53PyPKdSEiUEre3pexs3tiDJc83WtMZ6gQKCFDgkDkFAx+SgNOgcPZ0it3YQ4y0cOtq6uJ77+0eEAE3XsGpbrLO03aAAESHdOs+Q1uBth5CKuq658f4tvrA6YevclIv907z8y7/JjT/+b7n88BF1VTAajyIYghwYiLgKZaI4sYCo2K4UKsuTSomMTrvORRTeYC+UYPMkUuwg7zRYzIcQcEmayViLQNJbA1E8g1u3b9OrglxBWZYEL1guFuAcxnR0JqI3BTGxWSp8Kch398i3t1CLOe74CH+0jzI9+GSj4+PM1QsQPno8iZBw/SJsfvYQfAR0+JhII1jCRlfejzC5PEtQZ3EWZ/GJiRDA9GucM+isxJQ+wpul5IRowWGsxXqL1poyG+EIsOjI1QKNwIroJmUQOKIqd7a3R3XpCqaqcULQNT0+dGit6W1Pu25omx5HoLcWmzyycq3plSLPc5qux4cQ3RXaFptULn745pv88he/xMXzO/CZ12hX+9y+/T12tqdkZcEor9GqQCuL1RlSZXRdizWO4KKKxKCWIQdB2RCBD866BPuPZGOl1Kn4gjhVmYio2Kjy4LFYY0HJOMuSmnw85dr1p7lw+RLj2RgpFXU9ioog3qGk4Hi15uTkBGcM9ajG9B1+YtiajiiqCpPnuK1tRhcuEm7cQDUrQrBRDDoQ0X2pUzekm4FcLJP1CSGKUUjifNATyclnIImzOIuz+ORH8FjbRp02IREmkllVEiEdREUDAmuh8z1ZCGQa1l3P4aqFPH6uDeCzguzaRfrpDg+PjymbnizPMDZCqKWUZEqRlwWPj46ImJxYMUktyfKM0nqMs2lWpOhMH63pu4Y8y7l16xZPP32dixcuceHyJfjyr/GeWfHgwSOqoiDPcqqqIssLnK/IjCHL1nRtG0V8g2XjT5Vg5CEkdQlrkVkCECQOmByMFWHDCxsk2n0I0VLe9GT1lFe+8jVmVuGrEeWkZro9AwJt19KZHoTg+OSYq5cusTUq2dneoSrLmPzzjLou0cmPru2jYWO/tUXx0su4G+8hlwuUM0nuaABL8AExPoFIs6moHRgG4m4iTcdB21kFdRZncRaf+EgGgaJHWImUPUapqF1HrBy00hBEbIG5gMMTgkHJQKZAK4EWsWV2+cIV/M4ej4+OIvQ/r5AhqYG7NKvRJVVRcen8Be4/fsSqN2lOolAZoAxKKeqyxJro6O1dVHiwxrBarfjO937A1mTKZFQjL51H/8rf496f/3v2D4/JiopM56gyIy8ysjxH55osL+jbLpoQejcA4IfLEP+TEpALkcDuCAgJXg0CDam1Zz3W9PQm2nxYH5hcfoa/+6uf4Y+/9wa3Hj7i6tUrFGUBgkg01wohFP3Fi3gBRZbjjWPtW/IixzlH7yx1niPaqHyBFwQPdlSjXv4UYr7AHh8ilgtk3yBCVFTfcKCSHJNIr4mUmKIQWiD4J13MfzzOEtRZnMVZfKJimFk4Z5GmJ4gILpDJKTeyzRT4BA5wHicFTdfTliXZZMLzv/BZXv38Z8lHFcfLJT7ENpq1Futs4t/FCqrpWoSJVdP5vV0eHRzz+HiOafsoA9S08b1NVMnYyCSFKFHUrtc8unufWzfe58UXnmM0rvCXL6F+6Td5+B9/l/romKKMVhpSaKSWFLIgk5pM52R9hnUxKUqpkDr+rtH5N7XwwuAaLJFBIH2slpAR2u1sJC5HrhIEoZHTC/zbP/1z7p4c8eKzz1EUBc4YghS0bctoVCMk5FkGQpAVmkJrirzckKB1Fq1Amq6laRuKvKCqS5yXaKURO1v42QxhDHq1JMyP0Is50hik9LFVmbhSCZWefp2I6hMyKVF8BHXuLEGdxVmcxScmokJCTsKj4b1BGIETFiclXmlkKaLbrlA4PGjF7MIeX/rKF/jlr/4iV69fToKthvlyhRAiOXZ7mqbB2Dif0Wnuo7UmOEvTNCgh2RrX7MxG3Lh9j8ODNc1iwfFixfHJEcb0CATNeoXveoLzCCE5PjpmtD1lurfHxb0dpqMR6txFwud+hfkP/xzdB7yBcS6ohESpiMZTQlAoQeZyTELfDXOoAeXmN4oLERwxQLODiN5bIXljRb8yi0fQZyOOe88az87ODnVd8+DwgDzLGVUVRhl6axA+RICGVAQXQEtsAll0xmLDigzB7Qf3qKqKUVFGI8wsOjnLNBNDZ7jtbbLtbcRqjTk6QPRrnOlRxibdvlNyr4gKs6ctyzOx2LM4i7P4xIcQaJ3HU3VIvkMhklp92qy9UcgsQ2aaK9ev8NVf/2V++WtfYm9vO3pCCUXf2agebg1d3+NtBBx4EQmmx4tjZBAUeTREtN7jgqfIMoL39MYwrip2n93CWMNqvaJZ9ywWS1brBWVVIRBMqhHWWU6WC+4dHPPw8QNCu2R++JgHDx/w8N495kf7jCcj2uY9rj11keevPcX56ZitXFOKHo0gqIjWGwAQQp5ap4ckBjtIBkXgXpLkDRCcxXWxteeCx4aAqLbZf3xC0xlefv4ptmZT9o8OWK0bqrJEZZoQAip4xGDWpkFJSaEzJFGIVgJN3zIe1YyrUbSCTxB570NSZFebpGpEoM0KxPkrSOnJgoPewPwYdXSE6DskMblGSflwVkGdxVmcxf9vRDQZjJunkFFvbvAmKmTGYCR+8ZlL/PY/+Qe8/sXXKUcFwgtW6zbOqGS04DDOYH3UdDTWsl6vyZRmNKqxznLz3Zu0TUPXtqzXDZ3p2dvb5XOf/zyzyZSmbbn36CFd29CsmjgHEpKu6cjzHBccrYvKKHvnd7Ai8P1vfp2J0nz9j/6Ao6NDurbFO4MSEuMceVGwu7fL5evX+NznP8+nn77M1XLMKPRRQdy7QTnolJyb5JicT3Mo7/EhIhq9DxgzaBL6lKAURmiO2yVlXTGdTsnyjKcvX8Raj5SaTEd3Xi1lTHsy/gnE97cb/yaospzeW5btGiUUxjvyLEvIvEEe6lQjMGyEfKMaelUUjPYuUm5fQB4+IhwfokyPFx4Y/KPOKqizOIuz+KSHEFEfMISo1i1ASIUQceaRj8b849/5x3z1N79KVuR472nXbUxoSqCURPsI0xZCRAt4rcjzjKYRGO/oTEchNcZY7t57wOr4GNsbjHXcuXGTB3fv85Wv/QpXLl/m0vk9bG/o+9gSs86xvbWNc1EkV2tNYzqcD1y9cIGDu/f5ja99he2q4uvf+iZbF8/TNg2Pbt/h5OiQdtVwvH/CwcH3eOfNd/nuSy/yG7/9d3j9wjaTvkEquUHkhY3ghYwutSHKgQ2WFkFESSNrDMb00VoeCLqk6S3ztmfv/B6EQNe2aJWT6ZjURBDRJp5IZIaoAI+AzjqavmfdtYzLkkxJ1suGpmkpyhKfbD4UYuNuPBCJfYgIwZPFMiV9Q11k7GxvcW5vh62Ll1Hb27j3b+H7dVKX+GjtxrMEdRZncRafmBjmRQwOsUol1QTBaDbmd/5X/3O++CtfxDqL7eM8KHpBBUQmCV5GSSGpNid6pTR5nlMUJW3b0nU9WmU8/+Lz7J7f4/DoCGscxnra1YL54QHf/ea38MGzt7eLVJEMnOURTDDIEEnkZoPunaUqS3a2t/nOt7/D3vaE8e4Wl56+xuHRCet1i1AaN+1ZLRacnByxXix447vfZ39xgv/n/5gvP3WRyjbg3CYJydTz21QnJAUGAsHFSsWYDtt3UYNPZlBXPN6f01nL7vYOWivaponK6V5sJJaGKlWTIZXCOo/2nnXXc3BwiDWG0aULrPuo6GGMoaxKBOC8i2RhIRM5OCpLWO84PDni8HCO954i0zilaNqe4/kCKSSjuiK/co3w/k1wKza9yp8QZwnqLM7iLD5BETc9qaIKOCpabGyd2+Ff/K9/h8987hWsi3I6SgqMD5gQbdOlFVGGJ6rWJs09gQ8gtWI6myCkYL1e43CURcGlixc4f/4c1jr6zrJuVhwdH7L/8BHf+/73+fSnX+HK+fOoLKMxEf2HkCy7Fc44cqXIdFSr0Eoymc3Yv/+Ayahk//59OhM4d/Uy1195mb5pWB0fsTg8ot4fc7J/SHCe/dt3+e//9e+y/Tv/hNfObVO6qNLgvYn+TiS+kJR4JZIyRJR96o2JRoeux5JhVY4VmvuHR4yqmkJrcp0hyihECwIpJdZ7fDTIir5fBEIftfVOFguatmF3axsZwBiDQJBnOTrLojZgALdxFog/T9f1rJuGk/kc7x11XTOta8qyoCxzJIq27eP1qivE5cuEO7dRXfMR6eksQZ3FWZzFJy2kRCRZIJFpnvnUC/zO/+ZfcOnqHt47lBKQZh+SqKDuB5sH73EkG3iSTZRz+GQXYa2NcHNj6foeqSRZpsm1QvmApCLLzlPVNY8fP+atd95BIbh06SJlnif5o0CZF+hSoEUEB3gbMNayvTXj3r0HOATPvvACk71z3L17HxtgNKnZvXKV3ctXuLxcsv/gMTff+hHLwyPuvHOT/+bf/B6Tf/qf8ereGGEM3skojBtCqlbEhqQby6ikNuEc3oMZbdMXM1arhqPVmmtPP0XTdzRdR6GzpEkYEpcsqmAEiK1LY2i9RyUNvd2tbaq6xDqPMS5WkEqTSRFNC4PHuaivFzlYEY6/atZRgWNUkOc5WZadJjViIuuNi+CX0Yji0lP0d2585FI4S1BncRZn8ckJIRAyAwl5VfJ3/+nf5zf+/q+TlxoXBmu8CFd2PpnlybRhi8QNIurB4SPyzyTXXdMb5s0K6QN1XiKUoO26JP4aW4I+RP+iUV1TXbvG4eEBN26/j9CK87t71EWFSwoPHo/WGVJIDI6ubZiMxyDAes/u9i4vfvoVrl2/xt0Hj+h7g9QqWnFsT3FIfLA8uHmLxXzBjbff5c9++EOe/tUvsVsVOCuRvcAl3pYQ0UWX9PHQ+sQJbLlFP7uMWS85WiwwAsaTEYHA0WJOqTOqsoxWKkKgtKbQKvpjSYm3hr7rKLOcyXhCnufRfNPH5B69rLI4Z0r+Wz4lqL6PAJRls8ZYFwm/zuK62EJEBqTIUQgMJLt7hXMGMyoprj1NOFOSOIuzOItPeggBWV5w/up5/vP/5T/n0699iiBCVG4Ip7OTkD4+tXeIXBopRJyPbHyiYrKSQqKUpNI51hoc0eCvKorNN5ZAriVtZ+i9o8gyJqOaR48e8+DxY8qsYDqZkucZTkuMid5QWZZF08Zsig9RVHaxXkdlB2s4v7OLCHA4X9B7T55nCDyj8Zhua5vdKwahH9F3HX/+59/ghSsX+c3XnidzUUFDGIOzHV4IhMrijEoInIoKE7YYw/ln6TqHxvN4vmBrNmM2ntL1LRe2dxEh8p0G08UNUFBEBpIQgrosGdc1WaYJ3mPTXEkOiTHZeQwzqK4zWOto+tjWW6xWSCGRowkiSMBF7yjv8NZitEPrZIypou5g1/eEfIQY7sOH4ixBncVZnMUnJoSQvPqFV/lf/G//Bbvnd/DOn3ogffATN1YUaYtNf2dTCUXH1qiqraRAygKBoOsiuGHVNxweH8fKRkkmdc24rJLCgybXOqpXXFDcvX+Pew/uI6Vklk2jPmBywo1iqAprG6zzFHlO6HrGo5oAFEXObDahNRbfthEIojTbe9uUVc54NiEvS1bHx6yO5nzzrff43PPXuDqpcUJFQmsCjAiRRFaTD5MrJ7DzFFYW0OyDgJO24dJTV1FSUGR5nF8hNnJ30UvLxSQk4mwqU5K6rMi02vDNQji99oPVvI8SHxhj6NqOru85WMzZPzoGApOqBiHi3Cs5/4ogMSYQvMGFaHqokgCvc56175I6yI/HWYI6i7M4i09MjKdj/nf/x/+CsiqilptMlu3JhfkDpn0MatnENh8CEQZCr8daS0hKCSEZ/Ok8S4rpPXVe4OsxB/0RXd/RJsTguJAUWYbUUX+uDAXT2ZSHd+9z9+5dAp6trS2UkHgRN/LFumX/8JDt7W0mkxGLpmN3VJErFassnbGzNSNvC7q+R0vIlIIQsD5w7qKPbTUED+7d5+2H+1zZehZNlDwSUuJ9FJUVgBIaW9b40R4hK3CtRXjP8XyODTAdjfHJ4VmoLBFrY9UZOWLR9FFqRZZllHkW1STS9RtkoJ4QS48wdu/wztE2DatVy7ppOTw5Ydl07EzHjOqaQmVoIQkq+lZF20KP9QFvojxT30eeFEIinfpIF+azBHUWZ3EWn5jY3tlCKkdwBiU1QSbVhHDqQBtBApErpBKFxoeI1nMJBAAiItUSgVW5JHZKdNmNyDiYjEaUZUFrepz3KOSp51La1EMI5HmOLgpOjk+QQhJcYDSqKYocKWBUV0ixR11XjEcjHvUPCC7H9IamaWm7js711FXBrK7w3sf2VgBdFFT1GFVk6KLg4Z3bfPetG3zh2afZKQuElwQRcCYmDas1Ji9Zj84T8hLhPdatyfHsn8zJioKyLOmS51Sv+gTk8JHQG6LVfZZlFCoql0cO09A2TW63gkTGTUrp1uGcpW1bVus1J+s1TdPS9x3jqqTKc1R8g5jkbCTqIhxSCFASqeKhw+hsM4OTQqbZ4Y/HWYI6i7M4i09MdF3He+/e5OKF84xGE5ROVhMJGEBycSXNRoIQBBxSSKxN8j+ISGIl0BmDkg4tdQJgsKkOnBe44FBaM8kyQlJlQIiI+gNk0o9TUlLVFd1qzcliTl7kKdF5alVT5EWsbKRgVFcY53DGcPfefZ5N4ARjLQ8fH2KbjrrMmE6mkSeEoKwl9XjE+d1duvWKm+/f587Rgt2nRigvE/fK4YSizUY05S6+rBAyI3QNdt2RecfaWGazCVmmabxFF3mCoXs6Y1iuG1rTI4VgPB6T+WLjxbTR+4t+GdFyPv3PhUDfG9q2ZXEy53i5YN60ZDqjrmKiLvOcTMaqMFZH4LwFH1BaoVBkMgMfEY9S6MTtCj+5jctZgjqLsziLT1D0fc+3v/8Grwm4eiWjFDmS4SR/mpw8CSEGCBHtN7IgsDYO5hWCOi9QQeBdtNYw1qILHRUahEAicC4gVUxAQim0UsCgYiE2sOxK50zHE7pVQ9N39NawbprUMhQsVytWq9VmTmOdRSAYV7Ga8d4zySuarOXuo33ev7EPAerRmKwsEUXGua0pl3b36F/qePjgEd+5cYed6S7BQnAZD/dPqLZrRhd2kHmJVhk+RNh2367pVyu6ELgymyEBLeP0CR+vQXCeINLMLP2bFjL6HrrBwj259iKwxArIOo/xluV6xeHBIY/3D2m6nt7aKCBb7lBIvfHs8t4TpDgFqgAhmU5KTXIEJukOCoI7bT9+OMRHZa6zOIuzOIu/7RBCPAZu/af+Oc7ibz2eDiGc+/CLZwnqLM7iLM7iLD6R8ZPZUWdxFmdxFmdxFv+J4yxBncVZnMVZnMUnMs4S1FmcxVmcxVl8IuMsQZ3FWZzFWZzFJzLOEtRZnMVZnMVZfCLjLEGdxVmcxVmcxScyzhLUWZzFWZzFWXwi4yxBncVZnMVZnMUnMs4S1FmcxVmcxVl8IuP/CzKCfs3Jb8aMAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<Figure size 432x288 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# --- 展示图片\n",
    "def show_img(imgs: list, img_names: list) -> None:\n",
    "    imgs_count = len(imgs)\n",
    "    for i in range(imgs_count):\n",
    "        ax = plt.subplot(1, imgs_count, i+1)\n",
    "        ax.imshow(imgs[i])\n",
    "        ax.set_title(img_names[i])\n",
    "        ax.set_xticks([])\n",
    "        ax.set_yticks([])\n",
    "    plt.tight_layout(h_pad=3)\n",
    "    plt.show()\n",
    "\n",
    "\n",
    "img_path = \"images\"\n",
    "for person_dir in os.listdir(img_path):\n",
    "    imgs = []\n",
    "    img_names = []\n",
    "    for file in os.listdir(os.path.join(img_path, person_dir)):\n",
    "        imgs.append(Image.open(os.path.join(img_path, person_dir, file)))\n",
    "        img_names.append(person_dir + '/' + file)\n",
    "    show_img(imgs, img_names)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b9622698",
   "metadata": {},
   "source": [
    "# 1 人脸验证DeepFace.verify\n",
    "\n",
    "此函数用于验证图像对是同一个人还是不同的人。函数接口为：\n",
    "\n",
    "```Python\n",
    "verify(img1_path, img2_path = '', model_name = 'VGG-Face', distance_metric = 'cosine', model = None, enforce_detection = True, detector_backend = 'opencv', align = True, prog_bar = True, normalization = 'base')\n",
    "```\n",
    "\n",
    "输入参数介绍：\n",
    "\n",
    "```\n",
    "img1_path：传递的图像路径、numpy数组（BGR）或based64编码图像\n",
    "model_name：模型名，支持VGG-Face, Facenet, OpenFace, DeepFace, DeepID, Dlib, ArcFace，Ensemble等\n",
    "distance_metric：度量标准，支持cosine, euclidean, euclidean_l2\n",
    "model：构建deepface模型。每次调用verify函数都会重新建立人脸识别模型。可以选择传递预构建的人脸识别模型。如DeepFace.build_model('VGG-Face')构建模型\n",
    "enforce_detection：如果在图像中检测不到任何人脸，则验证函数将返回异常。将此设置为False将不会出现此异常\n",
    "detector_backend：人脸识别算法后端，支持retinaface, mtcnn, opencv, ssd，dlib\n",
    "align：是否人脸对齐\n",
    "prog_bar：启用或禁用进度条\n",
    "normalization：人脸归一化的方式\n",
    "```\n",
    "\n",
    "输出结果介绍：\n",
    "\n",
    "```\n",
    "如果img1_path是输入一张人脸就是返回一个字典，如果输入列表则返回一个字典列表。具体参数如下：\n",
    "verified：是否同一个人\n",
    "distance：人脸距离，越小越相似\n",
    "max_threshold_to_verify：判断为同一个人的阈值\n",
    "model: 所用模型\n",
    "similarity_metric: 相似性度量标准\n",
    "```\n",
    "\n",
    "各识别模型的精度如下，LFW和YTF都是小型数据集。Human-beings表示人类识别精度。\n",
    "\n",
    "| Model | LFW Score | YTF Score |\n",
    "| ---   | --- | --- |\n",
    "| Facenet512 | 99.65% | - |\n",
    "| SFace | 99.60% | - |\n",
    "| ArcFace | 99.41% | - |\n",
    "| Dlib | 99.38 % | - |\n",
    "| Facenet | 99.20% | - |\n",
    "| VGG-Face | 98.78% | 97.40% |\n",
    "| **Human-beings** | **97.53%** | - |\n",
    "| OpenFace | 93.80% | - |\n",
    "| DeepID | - | 97.05% |"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "5ec82e11",
   "metadata": {},
   "source": [
    "**demo1**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "54c5495a",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "1/1 [==============================] - 0s 170ms/step\n",
      "1/1 [==============================] - 0s 20ms/step\n",
      "{'verified': False, 'distance': 0.0751386867894902, 'threshold': 0.015, 'model': 'DeepID', 'detector_backend': 'opencv', 'similarity_metric': 'cosine'}\n"
     ]
    }
   ],
   "source": [
    "# 模型名\n",
    "models_name = [\"VGG-Face\", \"Facenet\", \"Facenet512\", \"OpenFace\",\n",
    "               \"DeepFace\", \"DeepID\", \"ArcFace\", \"Dlib\", \"SFace\", 'Ensemble']\n",
    "\n",
    "model_name = models_name[5]\n",
    "result = DeepFace.verify(img1_path=\"images/baijingting/0001.jpg\",\n",
    "                         img2_path=\"images/pengyuyan/0001.jpg\",\n",
    "                         model_name=model_name)\n",
    "# 展示结果，两个人不是同一个人\n",
    "print(result)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "2d46c86b",
   "metadata": {},
   "source": [
    "**demo2**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "eed28c44",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "1/1 [==============================] - 2s 2s/step\n",
      "1/1 [==============================] - 0s 52ms/step\n",
      "1/1 [==============================] - 0s 55ms/step\n",
      "1/1 [==============================] - 0s 66ms/step\n",
      "('pair_1', {'verified': True, 'distance': 0.6328494898310356, 'threshold': 0.8, 'model': 'Facenet', 'detector_backend': 'opencv', 'similarity_metric': 'euclidean_l2'})\n",
      "('pair_2', {'verified': False, 'distance': 1.1700473293978308, 'threshold': 0.8, 'model': 'Facenet', 'detector_backend': 'opencv', 'similarity_metric': 'euclidean_l2'})\n"
     ]
    }
   ],
   "source": [
    "models_name = [\"VGG-Face\", \"Facenet\", \"Facenet512\", \"OpenFace\",\n",
    "               \"DeepFace\", \"DeepID\", \"ArcFace\", \"Dlib\", \"SFace\", 'Ensemble']\n",
    "# 提前加载模型，避免重复加载\n",
    "model_name = models_name[1]\n",
    "# 创建模型\n",
    "model = DeepFace.build_model(model_name)\n",
    "# 列表中每一个子项表示用于对比的图像\n",
    "img_paths = [[\"images/baijingting/0000.jpg\", \"images/baijingting/0001.jpg\"],\n",
    "             [\"images/baijingting/0000.jpg\", \"images/zhaoliying/0001.jpg\"]]\n",
    "# 度量标准\n",
    "metrics = [\"cosine\", \"euclidean\", \"euclidean_l2\"]\n",
    "\n",
    "results = DeepFace.verify(img_paths,\n",
    "                          model_name=model_name,\n",
    "                          model=model,\n",
    "                          distance_metric=metrics[2],\n",
    "                          prog_bar=False)\n",
    "# 展示结果\n",
    "for result in results.items():\n",
    "    print(result)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "db4edde1",
   "metadata": {},
   "source": [
    "# 2 人脸识别DeepFace.find\n",
    "\n",
    "此函数用于从数据集中检索当前人脸相似的图片。函数接口为：\n",
    "```Python\n",
    "find(img_path, db_path, model_name ='VGG-Face', distance_metric = 'cosine', model = None, enforce_detection = True, detector_backend = 'opencv', align = True, prog_bar = True, normalization = 'base', silent=False):\n",
    "    \n",
    "```\n",
    "\n",
    "输入参数和verify差不多，主要多了人脸检索库路径地址：\n",
    "\n",
    "```\n",
    "db_path：检索库路径，\n",
    "silent: 是否静默显示数据，\n",
    "```\n",
    "\n",
    "输出结果介绍：\n",
    "```\n",
    "一个包含相似图像的pandas dataframe数据体，包括图像路径和距离值，\n",
    "```\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "08d45467",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "1/1 [==============================] - 0s 55ms/step\n",
      "1/1 [==============================] - 0s 64ms/step\n",
      "1/1 [==============================] - 0s 63ms/step\n",
      "1/1 [==============================] - 0s 61ms/step\n",
      "1/1 [==============================] - 0s 64ms/step\n",
      "1/1 [==============================] - 0s 58ms/step\n",
      "1/1 [==============================] - 0s 55ms/step\n",
      "1/1 [==============================] - 0s 65ms/step\n",
      "1/1 [==============================] - 0s 59ms/step\n",
      "1/1 [==============================] - 0s 55ms/step\n",
      "1/1 [==============================] - 0s 51ms/step\n",
      "1/1 [==============================] - 0s 52ms/step\n",
      "1/1 [==============================] - 0s 53ms/step\n",
      "1/1 [==============================] - 0s 52ms/step\n",
      "1/1 [==============================] - 0s 55ms/step\n",
      "Representations stored in  images / representations_facenet.pkl  file. Please delete this file when you add new identities in your database.\n",
      "1/1 [==============================] - 0s 56ms/step\n",
      "find function lasts  3.254298448562622  seconds\n"
     ]
    }
   ],
   "source": [
    "models_name = [\"VGG-Face\", \"Facenet\", \"Facenet512\", \"OpenFace\",\n",
    "               \"DeepFace\", \"DeepID\", \"ArcFace\", \"Dlib\", \"SFace\", 'Ensemble']\n",
    "\n",
    "# db_path是库文件地址\n",
    "# 第一次会提取各个图像的特征，并保存到本地pkl文件以供下次直接调用\n",
    "result = DeepFace.find(img_path=\"images/baijingting/0000.jpg\",\n",
    "                       db_path=\"images\", model_name=models_name[1])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "9ca40754",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "                      identity  Facenet_cosine\n",
      "0  images\\baijingting/0000.jpg   -2.220446e-16\n",
      "1  images\\baijingting/0001.jpg    2.002492e-01\n",
      "2  images\\baijingting/0002.jpg    2.328966e-01\n"
     ]
    }
   ],
   "source": [
    "# 展示结果，第一个是识别图像本身，后面两个是相似图片\n",
    "print(result)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b081156f",
   "metadata": {},
   "source": [
    "# 3 人脸属性分析DeepFace.analyze\n",
    "\n",
    "此函数用于分析当前人脸的面部属性，包括年龄，性别，面部表情（包括愤怒、恐惧、正常、悲伤、厌恶、快乐和惊讶），种族（包括亚洲人、白人、中东人、印度人、拉丁裔和黑人）。函数接口为：\n",
    "\n",
    "```python\n",
    "analyze(img_path, actions = ('emotion', 'age', 'gender', 'race') , models = None, enforce_detection = True, detector_backend = 'opencv', prog_bar = True)\n",
    "```\n",
    "\n",
    "\n",
    "输入参数和verify差不多，主要多了属性设置actions：\n",
    "\n",
    "```\n",
    "actions：识别属性，包括age, gender, emotion, race\n",
    "```\n",
    "\n",
    "输出结果介绍：\n",
    "\n",
    "```\n",
    "如果img_path是输入一张人脸就是返回一个字典，如果输入列表则返回一个字典列表。具体参数如下：\n",
    "region：人脸坐标，wywh格式\n",
    "age：年龄\n",
    "gender：性别\n",
    "dominant_emotion: 主导情绪，也就是情绪识别结果\n",
    "emotion：各个情绪度量值，值越大表示越倾向\n",
    "dominant_race：种族结果\n",
    "race：各个种族度量值\n",
    "\n",
    "```"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "7ab57d69",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "1/1 [==============================] - 0s 113ms/step\n",
      "{'emotion': {'angry': 2.147514166495057e-06, 'disgust': 3.124029827739067e-14, 'fear': 1.990160924947304e-06, 'happy': 99.9697208404541, 'sad': 1.9864262412738753e-05, 'surprise': 0.01537421194370836, 'neutral': 0.014887277211528271}, 'dominant_emotion': 'happy', 'region': {'x': 198, 'y': 34, 'w': 185, 'h': 185}}\n"
     ]
    }
   ],
   "source": [
    "# 输入检测图像，这里只识别情绪，因为其他模型实在太大了，下载下来要很久。\n",
    "result = DeepFace.analyze(img_path = \"images/jiangwen/0000.jpg\", actions = ['emotion'])\n",
    "print(result)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "014345a7",
   "metadata": {},
   "source": [
    "数据可视化看看结果"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "e45955cb",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "表情：happy\n"
     ]
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "im = Image.open( \"images/jiangwen/0000.jpg\")\n",
    "# 坐标位置\n",
    "x,y,w,h = result['region']['x'],result['region']['y'],result['region']['w'],result['region']['h']\n",
    "draw = ImageDraw.Draw(im)\n",
    "# 画框\n",
    "draw.rectangle((x,y,x+w,y+h), outline=\"red\", width=3)\n",
    "print(\"表情：{}\".format(result[\"dominant_emotion\"]))\n",
    "show_img([im],[\"jiangwen\"])"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "843ff1f8",
   "metadata": {},
   "source": [
    "# 4 人脸检测DeepFace.detectFace\n",
    "\n",
    "此函数用于检测人脸，如果图像中有多个人脸只会返回一个，函数接口为：\n",
    "```Python\n",
    "detectFace(img_path, target_size = (224, 224), detector_backend = 'opencv', enforce_detection = True, align = True)\n",
    "```\n",
    "\n",
    "输入参数和verify差不多，主要多了可以设置返回图像的尺寸的参数target_size，输出返回一张RGB的numpy数组图像"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "8d8e1f62",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(224, 224, 3)\n"
     ]
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "result = DeepFace.detectFace(img_path = \"images/zhangziyi/0000.jpg\",align = True)\n",
    "print(result.shape)\n",
    "show_img([result],[\"zhangziyi\"])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "c51dc109",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(224, 224, 3)\n"
     ]
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 不进行人脸对齐\n",
    "result = DeepFace.detectFace(img_path = \"images/zhangziyi/0000.jpg\",align = False)\n",
    "print(result.shape)\n",
    "show_img([result],[\"zhangziyi\"])"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "82af9b85",
   "metadata": {},
   "source": [
    "# 5 人脸特征提取DeepFace.represent\n",
    "\n",
    "该函数用于将面部图像表示为特征向量，函数接口为：\n",
    "\n",
    "```Python\n",
    "represent(img_path, model_name = 'VGG-Face', model = None, enforce_detection = True, detector_backend = 'opencv', align = True, normalization = 'base')\n",
    "```\n",
    "\n",
    "输入参数和verify差不多。输出返回图像特征多维向量，特征向量的维度根据模型而变化。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "c6b581a0",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "1/1 [==============================] - 0s 61ms/step\n",
      "特征维度为：128\n"
     ]
    }
   ],
   "source": [
    "models_name = [\"VGG-Face\", \"Facenet\", \"Facenet512\", \"OpenFace\",\n",
    "               \"DeepFace\", \"DeepID\", \"ArcFace\", \"Dlib\", \"SFace\", 'Ensemble']\n",
    "\n",
    "\n",
    "result = DeepFace.represent(img_path=\"images/baijingting/0000.jpg\", model_name=models_name[1])\n",
    "print(\"特征维度为：{}\".format(len(result)))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "303012ae",
   "metadata": {},
   "source": [
    "当然提取特征可以自己计算距离，设置阈值。示例如下。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "5b294a13",
   "metadata": {},
   "outputs": [],
   "source": [
    "# 计算l2距离\n",
    "def l2_distance(input1: np.ndarray, input2: np.ndarray) -> float:\n",
    "    # 手动计算 np.sqrt(np.sum((result1- result2)**2))\n",
    "    return np.linalg.norm(input1-input2)\n",
    "\n",
    "# 计算l1距离\n",
    "def l1_distance(input1: np.ndarray, input2: np.ndarray) -> float:\n",
    "    # 手动计算 np.sum(abs(input1-input2))\n",
    "    return np.linalg.norm(input1-input2, ord=1)\n",
    "\n",
    "# 计算余弦距离\n",
    "def IP_distance(input1: np.ndarray, input2: np.ndarray) -> float:\n",
    "    return 1 - np.dot(input1, input2)/np.linalg.norm(input1)/np.linalg.norm(input2)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "fe1232fb",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "1/1 [==============================] - 0s 54ms/step\n",
      "1/1 [==============================] - 0s 62ms/step\n",
      "1/1 [==============================] - 0s 52ms/step\n",
      "res1与res2的余弦距离为：0.6868675298615137\n",
      "res1与res3的余弦距离为：0.2002492383897012\n",
      "res1与res2的l2距离为：12.135816884638682\n",
      "res1与res3的l2距离为：6.657409646028565\n",
      "res1与res2的l1距离为：110.3180431430228\n",
      "res1与res3的l1距离为：58.20380371063948\n"
     ]
    }
   ],
   "source": [
    "models_name = [\"VGG-Face\", \"Facenet\", \"Facenet512\", \"OpenFace\",\n",
    "               \"DeepFace\", \"DeepID\", \"ArcFace\", \"Dlib\", \"SFace\", 'Ensemble']\n",
    "\n",
    "# 提前加载模型，避免重复加载\n",
    "model_name = models_name[1]\n",
    "# 创建模型\n",
    "model = DeepFace.build_model(model_name)\n",
    "\n",
    "# res1和res3为同一个人\n",
    "res1 = DeepFace.represent(\n",
    "    img_path=\"images/baijingting/0000.jpg\", model_name=models_name[1], model=model)\n",
    "res2 = DeepFace.represent(\n",
    "    img_path=\"images/zhangziyi/0000.jpg\", model_name=models_name[1], model=model)\n",
    "res3 = DeepFace.represent(\n",
    "    img_path=\"images/baijingting/0001.jpg\", model_name=models_name[1], model=model)\n",
    "\n",
    "# 转换为numpy类型\n",
    "res1 = np.array(res1)\n",
    "res2 = np.array(res2)\n",
    "res3 = np.array(res3)\n",
    "\n",
    "print(\"res1与res2的余弦距离为：{}\".format(IP_distance(res1,res2)))\n",
    "print(\"res1与res3的余弦距离为：{}\".format(IP_distance(res1,res3)))\n",
    "print(\"res1与res2的l2距离为：{}\".format(l2_distance(res1,res2)))\n",
    "print(\"res1与res3的l2距离为：{}\".format(l2_distance(res1,res3)))\n",
    "print(\"res1与res2的l1距离为：{}\".format(l1_distance(res1,res2)))\n",
    "print(\"res1与res3的l1距离为：{}\".format(l1_distance(res1,res3)))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "06ee5f95",
   "metadata": {},
   "source": [
    "# 6 参考\n",
    "\n",
    "+ [deepface](https://github.com/serengil/deepface)\n",
    "+ [deepface_models](https://github.com/serengil/deepface_models/releases)\n",
    "+ [[深度学习] Python人脸识别库face_recognition使用教程](https://blog.csdn.net/LuohenYJ/article/details/123144785)"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.8.12"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
